Monthly refresh, 2026-10-02

README.md

@@ -26,7 +26,7 @@ configs:
 
 # GitHub Developer Index: reachability and availability by city
 
-Aggregated statistics on **82,493 active GitHub developers** in the United
+Aggregated statistics on **85,938 active GitHub developers** in the United
 States, France and the United Kingdom, broken down by metropolitan area,
 technology and engineering role.
 
@@ -34,7 +34,7 @@ Each row reports how many developers the group contains, what share publish an
 email address on their GitHub profile, and what share have flagged themselves
 as available for hire.
 
-Last updated: **2026-09-23**. Refreshed monthly.
+Last updated: **2026-10-02**. Refreshed monthly.
 
 ## Files
 
@@ -65,29 +65,29 @@ city-by-technology crossings.
 
 | Country | Developers | Public email | Open to work |
 |---|---:|---:|---:|
-| United States | 57,736 | 39% | 22% |
-| United Kingdom | 13,095 | 34% | 21% |
-| France | 11,662 | 31% | 18% |
+| United States | 60,284 | 39% | 22% |
+| United Kingdom | 13,739 | 34% | 21% |
+| France | 11,915 | 31% | 19% |
 
 ## Largest cities
 
 | City | Country | Developers | Public email | Open to work |
 |---|---|---:|---:|---:|
-| San Francisco | United States | 9,252 | 40% | 21% |
-| London | United Kingdom | 6,666 | 35% | 21% |
-| New York | United States | 5,424 | 36% | 21% |
-| Seattle | United States | 4,308 | 39% | 18% |
-| Paris | France | 4,306 | 32% | 18% |
-| Boston | United States | 2,727 | 40% | 19% |
-| Los Angeles | United States | 2,178 | 39% | 21% |
-| Chicago | United States | 1,688 | 38% | 21% |
-| Austin | United States | 1,643 | 40% | 22% |
-| Denver | United States | 1,598 | 39% | 21% |
-| Atlanta | United States | 1,277 | 36% | 22% |
-| Portland | United States | 1,170 | 44% | 22% |
-| Washington | United States | 991 | 38% | 23% |
-| Dallas | United States | 859 | 39% | 26% |
-| San Diego | United States | 826 | 39% | 19% |
+| San Francisco | United States | 9,844 | 40% | 21% |
+| London | United Kingdom | 7,009 | 35% | 21% |
+| New York | United States | 5,709 | 36% | 22% |
+| Seattle | United States | 4,556 | 39% | 18% |
+| Paris | France | 4,423 | 32% | 18% |
+| Boston | United States | 2,831 | 40% | 19% |
+| Los Angeles | United States | 2,257 | 38% | 21% |
+| Chicago | United States | 1,746 | 38% | 20% |
+| Austin | United States | 1,711 | 40% | 22% |
+| Denver | United States | 1,656 | 39% | 21% |
+| Atlanta | United States | 1,316 | 37% | 22% |
+| Portland | United States | 1,227 | 44% | 21% |
+| Washington | United States | 1,024 | 38% | 23% |
+| Dallas | United States | 885 | 39% | 26% |
+| San Diego | United States | 858 | 39% | 19% |
 
 ## Method, and what this does not measure
 
@@ -117,6 +117,6 @@ least 50 people.
 Released under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
 Free to reuse, including commercially, with attribution.
 
-> StarHunt, GitHub Developer Index (2026-09-23). https://www.getstarhunt.com/developer-dataset.html
+> StarHunt, GitHub Developer Index (2026-10-02). https://www.getstarhunt.com/developer-dataset.html
 
 Full method and tables: https://www.getstarhunt.com/developer-dataset.html

starhunt-developers-fr.csv

@@ -1,108 +1,123 @@
 country,metro,technology,role,developers,public_email_pct,open_to_work_pct
-France,*,*,*,11662,31,18
-France,*,*,Software engineering,7516,33,21
-France,Paris,*,*,4306,32,18
-France,*,Python,*,2913,29,17
-France,*,*,AI product,2507,34,22
-France,*,TypeScript,*,2361,30,22
-France,*,*,Infrastructure,2053,33,20
-France,*,Node.js,*,1972,33,19
-France,*,*,AI research,1508,32,20
-France,Paris,Python,*,1234,29,17
-France,*,RAG / Retrieval,*,1140,33,21
-France,*,AI Agents,*,1031,35,22
-France,*,LLM Engineering,*,960,35,23
-France,*,PHP,*,896,32,21
-France,*,C++,*,887,32,19
-France,*,Java,*,882,34,17
-France,Paris,TypeScript,*,865,30,22
-France,Lyon,*,*,748,33,16
-France,Paris,Node.js,*,740,32,19
-France,*,Kubernetes / DevOps,*,686,36,20
-France,*,PyTorch / ML,*,589,30,19
-France,*,AWS,*,580,32,22
-France,*,Go / Golang,*,576,34,19
-France,*,Rust,*,526,33,22
-France,Toulouse,*,*,516,31,21
-France,Paris,RAG / Retrieval,*,474,34,20
-France,*,Computer Vision,*,463,31,24
-France,*,Terraform,*,424,32,21
-France,Paris,LLM Engineering,*,420,36,23
-France,Bordeaux,*,*,416,35,15
-France,Paris,AI Agents,*,409,36,24
-France,Nantes,*,*,374,29,16
-France,*,React,*,324,35,17
-France,Lille,*,*,314,33,17
-France,Paris,C++,*,314,35,20
-France,*,.NET / C#,*,290,32,17
-France,Paris,PyTorch / ML,*,287,32,18
-France,Paris,Java,*,281,37,19
-France,*,Azure,*,274,31,21
-France,Paris,Kubernetes / DevOps,*,271,36,20
-France,Paris,PHP,*,253,37,19
-France,*,GenAI Media (Image/Video),*,251,37,21
-France,Paris,AWS,*,245,31,23
-France,*,LLM Inference / Serving,*,244,34,25
-France,Paris,Computer Vision,*,240,32,24
-France,Montpellier,*,*,233,33,22
-France,Paris,Go / Golang,*,230,36,12
-France,*,OVH,*,229,34,21
-France,Grenoble,*,*,229,35,16
-France,Rennes,*,*,222,34,17
-France,*,Ruby,*,210,31,19
-France,Paris,Rust,*,203,32,19
-France,Marseille,*,*,189,33,21
-France,*,*,Data science,179,40,20
-France,Nice,*,*,179,32,20
-France,*,Angular,*,178,28,21
-France,Paris,Terraform,*,178,28,19
-France,Lyon,Python,*,174,32,16
+France,*,*,*,11915,31,19
+France,*,*,Software engineering,7631,33,21
+France,Paris,*,*,4423,32,18
+France,*,Python,*,2977,29,17
+France,*,*,AI product,2558,34,22
+France,*,TypeScript,*,2397,30,22
+France,*,*,Infrastructure,2175,33,20
+France,*,Node.js,*,2000,33,19
+France,*,*,AI research,1588,33,20
+France,Paris,Python,*,1275,29,18
+France,*,RAG / Retrieval,*,1155,33,21
+France,*,AI Agents,*,1050,35,22
+France,*,LLM Engineering,*,990,35,23
+France,*,PHP,*,902,32,21
+France,*,C++,*,899,32,19
+France,*,Java,*,895,34,17
+France,Paris,TypeScript,*,882,30,22
+France,*,React,*,843,32,22
+France,Lyon,*,*,759,33,16
+France,Paris,Node.js,*,751,32,20
+France,*,Kubernetes / DevOps,*,719,35,21
+France,*,PyTorch / ML,*,621,31,19
+France,*,Go / Golang,*,605,34,19
+France,*,AWS,*,583,32,22
+France,*,Rust,*,546,32,22
+France,Toulouse,*,*,524,31,20
+France,Paris,RAG / Retrieval,*,484,33,20
+France,*,Computer Vision,*,476,31,24
+France,Paris,LLM Engineering,*,443,36,23
+France,*,Terraform,*,439,31,21
+France,Bordeaux,*,*,421,35,15
+France,Paris,AI Agents,*,417,36,24
+France,Nantes,*,*,378,30,16
+France,*,Angular,*,338,30,20
+France,Paris,C++,*,320,35,20
+France,Lille,*,*,319,33,17
+France,Paris,React,*,313,37,23
+France,Paris,PyTorch / ML,*,309,33,20
+France,*,.NET / C#,*,294,32,16
+France,Paris,Java,*,287,38,18
+France,Paris,Kubernetes / DevOps,*,285,35,20
+France,*,Azure,*,283,31,20
+France,*,GenAI Media (Image/Video),*,266,36,20
+France,*,LLM Inference / Serving,*,262,33,25
+France,Paris,PHP,*,254,37,19
+France,Paris,AWS,*,246,32,24
+France,Paris,Computer Vision,*,246,31,24
+France,Paris,Go / Golang,*,242,36,13
+France,*,Docker,*,237,34,23
+France,Montpellier,*,*,235,33,22
+France,Grenoble,*,*,232,34,16
+France,*,OVH,*,230,34,21
+France,Rennes,*,*,226,35,17
+France,*,Ruby,*,211,32,18
+France,Paris,Rust,*,211,32,19
+France,*,Vue.js,*,198,36,23
+France,Marseille,*,*,192,33,21
+France,Nice,*,*,184,32,20
+France,Paris,Terraform,*,184,28,19
+France,*,*,Data science,181,40,20
+France,*,*,Data engineering,178,37,21
+France,Lyon,Python,*,175,31,15
+France,*,Hugging Face,*,174,24,18
 France,Lyon,TypeScript,*,161,30,14
-France,Strasbourg,*,*,150,34,23
-France,*,TensorFlow / ML,*,147,40,24
-France,*,Kotlin / Android,*,144,45,28
-France,Toulouse,Python,*,144,28,18
-France,*,Hugging Face,*,143,23,16
-France,*,GCP,*,141,44,26
-France,Lyon,Node.js,*,138,34,16
-France,Toulouse,TypeScript,*,120,22,22
-France,*,*,Data engineering,108,38,24
-France,*,Scaleway,*,107,33,18
-France,Paris,Azure,*,107,33,13
-France,*,JAX,*,103,35,19
+France,Strasbourg,*,*,153,34,22
+France,*,TensorFlow / ML,*,152,41,23
+France,*,Kotlin / Android,*,146,46,28
+France,Toulouse,Python,*,146,28,18
+France,*,GCP,*,144,43,26
+France,Lyon,Node.js,*,140,34,16
+France,Toulouse,TypeScript,*,120,22,21
+France,*,React Native,*,119,27,24
+France,*,NLP,*,113,29,21
+France,*,Scaleway,*,113,35,18
+France,Paris,Azure,*,113,33,12
+France,*,JAX,*,112,37,21
+France,*,Flutter / Dart,*,111,31,24
+France,Paris,LLM Inference / Serving,*,110,35,25
+France,*,Swift / iOS,*,103,38,19
 France,Bordeaux,Python,*,101,37,22
-France,Paris,LLM Inference / Serving,*,101,36,25
-France,*,Swift / iOS,*,99,39,19
-France,Paris,React,*,97,48,23
-France,Paris,GenAI Media (Image/Video),*,92,39,18
+France,Paris,Hugging Face,*,100,25,19
+France,*,Reinforcement Learning,*,98,33,20
+France,Paris,GenAI Media (Image/Video),*,98,37,17
+France,*,GraphQL,*,97,43,19
+France,Paris,Angular,*,97,36,21
+France,*,PostgreSQL,*,92,27,21
 France,Nantes,Node.js,*,91,27,18
-France,*,Vue.js,*,90,42,13
-France,*,Reinforcement Learning,*,88,32,18
-France,Toulouse,Node.js,*,80,36,24
+France,Lyon,React,*,83,31,22
+France,*,MongoDB,*,81,26,23
+France,Toulouse,Node.js,*,81,36,23
 France,Nantes,TypeScript,*,79,30,16
-France,Paris,Hugging Face,*,78,24,17
+France,Paris,.NET / C#,*,79,30,22
+France,Paris,TensorFlow / ML,*,79,44,29
 France,Bordeaux,Node.js,*,77,35,18
-France,Paris,.NET / C#,*,77,31,22
+France,*,Ansible,*,76,33,29
 France,Bordeaux,TypeScript,*,76,38,21
-France,Paris,Ruby,*,75,39,16
-France,Paris,TensorFlow / ML,*,75,44,31
-France,*,Flutter / Dart,*,71,30,31
-France,Grenoble,Python,*,70,34,7
+France,Paris,Ruby,*,76,39,16
+France,Paris,Vue.js,*,76,38,17
+France,Grenoble,Python,*,72,33,7
+France,Paris,Docker,*,71,41,24
 France,Lyon,AI Agents,*,70,31,21
 France,Lyon,PHP,*,65,38,11
 France,Lyon,RAG / Retrieval,*,65,28,23
-France,*,GraphQL,*,64,55,19
-France,Paris,GCP,*,63,46,35
-France,Paris,Kotlin / Android,*,61,44,25
-France,Lille,TypeScript,*,60,27,13
+France,Paris,GCP,*,64,45,34
+France,Lille,TypeScript,*,63,25,13
+France,Paris,Kotlin / Android,*,63,46,24
+France,Paris,Reinforcement Learning,*,60,32,20
 France,Montpellier,Python,*,59,27,19
-France,Paris,Scaleway,*,56,38,16
+France,Paris,Scaleway,*,58,40,16
+France,Paris,JAX,*,57,35,25
+France,Paris,NLP,*,57,28,19
+France,*,Prometheus,*,56,34,29
+France,Lille,Node.js,*,55,38,18
+France,Lyon,LLM Engineering,*,55,35,18
 France,*,Scala / Spark,*,54,35,22
-France,Lyon,LLM Engineering,*,54,35,19
-France,*,NLP,*,53,25,26
-France,Lille,Node.js,*,53,40,17
-France,Lille,Python,*,52,29,17
-France,Paris,OVH,*,52,35,19
-France,Lyon,React,*,51,33,25
-France,Paris,Reinforcement Learning,*,51,31,16
-France,Toulouse,PHP,*,50,22,26
+France,Lille,Python,*,53,28,17
+France,Paris,OVH,*,52,35,21
+France,Bordeaux,React,*,51,35,16
+France,Toulouse,PHP,*,51,22,25
+France,*,Web3,*,50,34,18
+France,Lille,Java,*,50,46,14
+France,Rennes,Python,*,50,30,20

starhunt-developers-uk.csv

@@ -1,97 +1,113 @@
 country,metro,technology,role,developers,public_email_pct,open_to_work_pct
-United Kingdom,*,*,*,13095,34,21
-United Kingdom,*,*,Software engineering,8397,34,23
-United Kingdom,London,*,*,6666,35,21
-United Kingdom,*,Python,*,3819,33,19
-United Kingdom,*,*,AI product,3254,35,26
-United Kingdom,*,*,Infrastructure,2724,36,22
-United Kingdom,*,TypeScript,*,2446,33,26
-United Kingdom,London,Python,*,2008,34,19
-United Kingdom,*,Node.js,*,1976,35,23
-United Kingdom,*,*,AI research,1711,34,24
-United Kingdom,*,AI Agents,*,1516,34,27
-United Kingdom,*,RAG / Retrieval,*,1320,36,26
-United Kingdom,*,AWS,*,1286,35,25
-United Kingdom,London,TypeScript,*,1264,35,24
-United Kingdom,*,LLM Engineering,*,1166,34,26
-United Kingdom,London,Node.js,*,1050,34,23
-United Kingdom,London,AI Agents,*,847,33,25
-United Kingdom,*,Java,*,834,35,19
-United Kingdom,*,Kubernetes / DevOps,*,789,36,23
-United Kingdom,*,PyTorch / ML,*,730,37,26
-United Kingdom,*,C++,*,728,39,20
-United Kingdom,London,RAG / Retrieval,*,717,38,25
-United Kingdom,*,Go / Golang,*,692,36,22
-United Kingdom,London,AWS,*,675,35,24
-United Kingdom,London,LLM Engineering,*,628,37,28
-United Kingdom,*,Azure,*,617,33,19
-United Kingdom,*,Terraform,*,612,32,20
-United Kingdom,*,Rust,*,600,38,26
-United Kingdom,Manchester,*,*,596,33,18
-United Kingdom,*,.NET / C#,*,565,29,20
-United Kingdom,*,PHP,*,486,33,34
-United Kingdom,London,Kubernetes / DevOps,*,431,36,25
-United Kingdom,*,Computer Vision,*,424,37,23
-United Kingdom,London,PyTorch / ML,*,416,38,25
-United Kingdom,Edinburgh,*,*,408,35,13
-United Kingdom,London,Go / Golang,*,375,38,21
-United Kingdom,London,Java,*,375,35,21
-United Kingdom,London,C++,*,336,40,21
-United Kingdom,London,Rust,*,331,36,27
-United Kingdom,*,Ruby,*,330,41,20
-United Kingdom,*,GenAI Media (Image/Video),*,319,34,24
-United Kingdom,Bristol,*,*,302,32,13
-United Kingdom,London,Terraform,*,297,34,22
-United Kingdom,London,Azure,*,294,33,21
-United Kingdom,*,*,Data science,262,36,23
-United Kingdom,*,LLM Inference / Serving,*,248,29,27
-United Kingdom,*,Kotlin / Android,*,246,35,20
-United Kingdom,*,Swift / iOS,*,237,41,27
-United Kingdom,London,Computer Vision,*,234,41,24
-United Kingdom,London,.NET / C#,*,229,31,17
-United Kingdom,London,PHP,*,220,33,35
-United Kingdom,Glasgow,*,*,212,36,15
-United Kingdom,*,TensorFlow / ML,*,210,37,30
-United Kingdom,*,GCP,*,204,37,26
-United Kingdom,London,Ruby,*,196,40,22
-United Kingdom,London,GenAI Media (Image/Video),*,180,39,27
-United Kingdom,*,Angular,*,163,38,12
-United Kingdom,Leeds,*,*,162,33,18
-United Kingdom,*,*,Data engineering,160,32,21
-United Kingdom,Manchester,Python,*,159,38,14
-United Kingdom,*,React,*,154,44,15
-United Kingdom,Birmingham,*,*,153,35,24
-United Kingdom,*,Scala / Spark,*,152,27,19
-United Kingdom,Edinburgh,Python,*,144,32,13
-United Kingdom,London,Swift / iOS,*,143,41,27
-United Kingdom,London,Kotlin / Android,*,140,37,21
-United Kingdom,London,TensorFlow / ML,*,137,43,33
-United Kingdom,*,JAX,*,136,38,26
-United Kingdom,London,GCP,*,128,36,28
-United Kingdom,London,LLM Inference / Serving,*,128,30,28
+United Kingdom,*,*,*,13739,34,21
+United Kingdom,*,*,Software engineering,8708,34,24
+United Kingdom,London,*,*,7009,35,21
+United Kingdom,*,Python,*,3984,33,20
+United Kingdom,*,*,AI product,3368,35,26
+United Kingdom,*,*,Infrastructure,2915,35,23
+United Kingdom,*,TypeScript,*,2536,34,26
+United Kingdom,London,Python,*,2094,34,19
+United Kingdom,*,Node.js,*,2025,35,23
+United Kingdom,*,*,AI research,1889,34,24
+United Kingdom,*,AI Agents,*,1576,34,27
+United Kingdom,*,RAG / Retrieval,*,1368,36,26
+United Kingdom,*,AWS,*,1320,35,25
+United Kingdom,London,TypeScript,*,1292,35,24
+United Kingdom,*,LLM Engineering,*,1227,34,26
+United Kingdom,London,Node.js,*,1061,34,23
+United Kingdom,London,AI Agents,*,873,33,25
+United Kingdom,*,Java,*,864,34,19
+United Kingdom,*,Kubernetes / DevOps,*,839,36,23
+United Kingdom,*,PyTorch / ML,*,782,37,26
+United Kingdom,*,C++,*,754,38,20
+United Kingdom,*,Go / Golang,*,733,36,22
+United Kingdom,London,RAG / Retrieval,*,730,38,25
+United Kingdom,*,React,*,717,36,26
+United Kingdom,London,AWS,*,697,35,24
+United Kingdom,London,LLM Engineering,*,655,37,28
+United Kingdom,*,Azure,*,639,33,20
+United Kingdom,*,Rust,*,635,37,25
+United Kingdom,*,Terraform,*,634,32,20
+United Kingdom,Manchester,*,*,607,33,19
+United Kingdom,*,.NET / C#,*,572,29,20
+United Kingdom,*,PHP,*,490,33,33
+United Kingdom,London,Kubernetes / DevOps,*,459,35,24
+United Kingdom,*,Computer Vision,*,456,36,25
+United Kingdom,London,PyTorch / ML,*,444,39,25
+United Kingdom,Edinburgh,*,*,421,35,14
+United Kingdom,London,Go / Golang,*,395,38,21
+United Kingdom,London,Java,*,394,36,21
+United Kingdom,London,React,*,357,41,24
+United Kingdom,London,C++,*,350,40,21
+United Kingdom,London,Rust,*,344,36,26
+United Kingdom,*,GenAI Media (Image/Video),*,337,32,25
+United Kingdom,*,Ruby,*,337,41,20
+United Kingdom,London,Terraform,*,311,33,22
+United Kingdom,Bristol,*,*,308,31,13
+United Kingdom,London,Azure,*,303,34,21
+United Kingdom,*,*,Data engineering,283,32,21
+United Kingdom,*,*,Data science,275,37,23
+United Kingdom,*,LLM Inference / Serving,*,264,29,26
+United Kingdom,London,Computer Vision,*,249,39,25
+United Kingdom,*,Kotlin / Android,*,248,34,20
+United Kingdom,*,Swift / iOS,*,240,41,27
+United Kingdom,*,Docker,*,237,32,26
+United Kingdom,London,.NET / C#,*,233,31,17
+United Kingdom,*,TensorFlow / ML,*,221,38,29
+United Kingdom,London,PHP,*,221,33,34
+United Kingdom,Glasgow,*,*,216,36,16
+United Kingdom,*,GCP,*,215,38,26
+United Kingdom,*,Angular,*,212,34,16
+United Kingdom,London,Ruby,*,200,40,22
+United Kingdom,*,JAX,*,193,37,23
+United Kingdom,London,GenAI Media (Image/Video),*,190,37,28
+United Kingdom,Leeds,*,*,165,34,18
+United Kingdom,Manchester,Python,*,163,39,15
+United Kingdom,*,Scala / Spark,*,154,27,19
+United Kingdom,Birmingham,*,*,154,34,24
+United Kingdom,Edinburgh,Python,*,148,32,14
+United Kingdom,London,TensorFlow / ML,*,147,45,33
+United Kingdom,London,Swift / iOS,*,146,41,27
+United Kingdom,London,Kotlin / Android,*,141,37,21
+United Kingdom,*,Reinforcement Learning,*,140,40,29
+United Kingdom,London,JAX,*,136,36,23
+United Kingdom,London,LLM Inference / Serving,*,136,31,27
+United Kingdom,London,GCP,*,134,36,27
+United Kingdom,*,NLP,*,133,33,29
+United Kingdom,*,Flutter / Dart,*,132,39,31
+United Kingdom,*,Hugging Face,*,123,34,31
 United Kingdom,Bristol,Python,*,119,35,12
-United Kingdom,Sheffield,*,*,115,37,15
-United Kingdom,Newcastle,*,*,110,44,18
-United Kingdom,London,Scala / Spark,*,104,30,20
-United Kingdom,*,Hugging Face,*,101,37,30
-United Kingdom,Manchester,TypeScript,*,99,34,19
-United Kingdom,*,Reinforcement Learning,*,96,45,38
-United Kingdom,*,Flutter / Dart,*,94,39,29
-United Kingdom,London,JAX,*,88,38,27
-United Kingdom,Manchester,Node.js,*,88,32,19
-United Kingdom,London,React,*,85,55,16
-United Kingdom,Belfast,*,*,79,30,11
-United Kingdom,Cardiff,*,*,78,42,32
-United Kingdom,*,NLP,*,76,32,32
-United Kingdom,London,Angular,*,74,45,18
-United Kingdom,Glasgow,Python,*,70,36,17
-United Kingdom,London,Reinforcement Learning,*,66,47,44
-United Kingdom,Edinburgh,Node.js,*,65,35,12
-United Kingdom,London,Hugging Face,*,62,34,26
-United Kingdom,Cambridge,*,*,58,40,19
+United Kingdom,Sheffield,*,*,118,37,14
+United Kingdom,Newcastle,*,*,114,44,18
+United Kingdom,*,React Native,*,111,40,30
+United Kingdom,London,Docker,*,109,34,19
+United Kingdom,London,Reinforcement Learning,*,105,41,31
+United Kingdom,London,Scala / Spark,*,105,30,20
+United Kingdom,*,PostgreSQL,*,100,39,29
+United Kingdom,Manchester,TypeScript,*,100,34,19
+United Kingdom,London,Angular,*,94,40,17
+United Kingdom,Manchester,Node.js,*,89,31,20
+United Kingdom,*,Web3,*,86,42,36
+United Kingdom,London,NLP,*,85,39,28
+United Kingdom,Belfast,*,*,82,32,12
+United Kingdom,Cardiff,*,*,80,41,31
+United Kingdom,London,Hugging Face,*,76,30,25
+United Kingdom,*,MongoDB,*,74,32,23
+United Kingdom,Glasgow,Python,*,71,35,17
+United Kingdom,London,Flutter / Dart,*,70,40,24
+United Kingdom,Edinburgh,Node.js,*,67,37,12
+United Kingdom,*,Haskell,*,66,41,17
+United Kingdom,*,Vue.js,*,66,45,35
+United Kingdom,London,React Native,*,66,50,30
+United Kingdom,*,Kafka,*,65,42,15
+United Kingdom,*,Prometheus,*,63,33,25
+United Kingdom,Manchester,React,*,62,26,16
+United Kingdom,Cambridge,*,*,59,41,19
+United Kingdom,Manchester,AWS,*,59,42,17
 United Kingdom,Edinburgh,TypeScript,*,58,29,14
-United Kingdom,Manchester,AWS,*,58,41,17
-United Kingdom,Manchester,AI Agents,*,55,35,18
-United Kingdom,London,Flutter / Dart,*,54,39,24
+United Kingdom,Manchester,AI Agents,*,57,37,18
+United Kingdom,*,GraphQL,*,56,46,27
+United Kingdom,London,PostgreSQL,*,56,43,29
 United Kingdom,Nottingham,*,*,54,39,17
-United Kingdom,London,NLP,*,51,39,35
+United Kingdom,*,Ansible,*,52,35,19
+United Kingdom,*,Clojure,*,52,46,21

starhunt-developers-us.csv

@@ -1,453 +1,496 @@
 country,metro,technology,role,developers,public_email_pct,open_to_work_pct
-United States,*,*,*,57736,39,22
-United States,*,*,Software engineering,33393,40,24
-United States,*,Python,*,19562,37,21
-United States,*,*,AI product,18729,39,25
-United States,*,*,Infrastructure,11482,40,22
-United States,*,TypeScript,*,11208,38,26
-United States,*,*,AI research,9510,40,23
-United States,*,AI Agents,*,9401,39,26
-United States,San Francisco,*,*,9252,40,21
-United States,*,Node.js,*,9251,39,24
-United States,*,LLM Engineering,*,7430,39,27
-United States,*,RAG / Retrieval,*,6914,41,26
-United States,*,AWS,*,5816,40,25
-United States,New York,*,*,5424,36,21
-United States,*,PyTorch / ML,*,4342,41,22
-United States,Seattle,*,*,4308,39,18
-United States,San Francisco,Python,*,3540,39,21
-United States,*,C++,*,3395,42,18
-United States,*,Go / Golang,*,3207,42,20
-United States,*,Kubernetes / DevOps,*,2956,42,22
-United States,Boston,*,*,2727,40,19
-United States,*,Rust,*,2697,44,25
-United States,*,Java,*,2696,41,22
-United States,*,Azure,*,2543,38,20
-United States,*,Computer Vision,*,2414,37,23
-United States,Los Angeles,*,*,2178,39,21
-United States,New York,Python,*,1974,35,22
-United States,*,LLM Inference / Serving,*,1897,40,26
-United States,*,.NET / C#,*,1861,38,22
-United States,San Francisco,TypeScript,*,1855,38,25
-United States,*,Terraform,*,1793,40,24
-United States,Chicago,*,*,1688,38,21
-United States,San Francisco,AI Agents,*,1679,38,24
-United States,Austin,*,*,1643,40,22
-United States,*,Ruby,*,1613,47,22
-United States,Denver,*,*,1598,39,21
-United States,San Francisco,LLM Engineering,*,1528,39,24
-United States,San Francisco,Node.js,*,1491,43,24
-United States,*,GenAI Media (Image/Video),*,1307,43,22
-United States,Seattle,Python,*,1287,39,18
-United States,Atlanta,*,*,1277,36,22
-United States,*,GCP,*,1180,39,24
-United States,*,Swift / iOS,*,1178,43,24
-United States,Portland,*,*,1170,44,22
-United States,Boston,Python,*,1163,38,17
-United States,New York,TypeScript,*,1152,33,26
-United States,San Francisco,RAG / Retrieval,*,1131,42,27
-United States,*,PHP,*,1084,43,28
-United States,San Francisco,PyTorch / ML,*,1078,43,20
-United States,*,*,Data science,1076,41,20
-United States,New York,Node.js,*,1042,38,21
-United States,Washington,*,*,991,38,23
-United States,San Francisco,AWS,*,914,38,23
-United States,New York,AI Agents,*,896,37,26
-United States,*,TensorFlow / ML,*,893,46,28
-United States,Dallas,*,*,859,39,26
-United States,San Diego,*,*,826,39,19
-United States,Philadelphia,*,*,778,41,23
-United States,Seattle,TypeScript,*,773,39,22
-United States,New York,LLM Engineering,*,729,37,26
-United States,Los Angeles,Python,*,724,37,19
-United States,*,*,Data engineering,718,39,26
-United States,Seattle,AWS,*,688,41,17
-United States,Seattle,AI Agents,*,663,41,22
-United States,San Francisco,C++,*,641,44,16
-United States,New York,RAG / Retrieval,*,627,38,24
-United States,Seattle,Node.js,*,619,40,21
-United States,Chicago,Python,*,605,36,19
-United States,Raleigh,*,*,592,46,20
-United States,*,Hugging Face,*,580,37,26
-United States,Phoenix,*,*,578,42,27
-United States,Minneapolis,*,*,568,41,20
-United States,Pittsburgh,*,*,568,36,16
-United States,*,Reinforcement Learning,*,553,40,25
-United States,Seattle,Azure,*,545,36,12
-United States,New York,AWS,*,523,36,28
-United States,Houston,*,*,512,39,28
-United States,Detroit,*,*,506,41,21
-United States,San Francisco,Go / Golang,*,505,46,20
-United States,Denver,Python,*,504,36,20
-United States,Austin,Python,*,500,40,24
-United States,*,JAX,*,498,48,25
-United States,Miami,*,*,495,37,29
-United States,Seattle,LLM Engineering,*,487,40,23
-United States,*,NLP,*,486,35,30
-United States,Seattle,RAG / Retrieval,*,486,44,24
-United States,*,React,*,478,44,23
-United States,San Francisco,Rust,*,476,46,24
-United States,Los Angeles,TypeScript,*,468,39,24
-United States,San Francisco,Kubernetes / DevOps,*,467,41,19
-United States,*,Kotlin / Android,*,465,40,22
-United States,San Francisco,LLM Inference / Serving,*,463,38,23
-United States,Salt Lake City,*,*,462,42,23
-United States,Atlanta,Python,*,441,34,19
-United States,New York,PyTorch / ML,*,434,37,20
-United States,San Francisco,Computer Vision,*,428,40,22
-United States,Boston,AI Agents,*,426,43,22
-United States,Boston,TypeScript,*,425,39,24
-United States,Orlando,*,*,421,37,23
-United States,*,Angular,*,420,38,15
-United States,Boston,Node.js,*,406,40,21
-United States,Washington,Python,*,401,38,23
-United States,San Francisco,Java,*,394,49,22
-United States,Los Angeles,Node.js,*,389,39,22
-United States,New York,Go / Golang,*,364,38,21
-United States,Los Angeles,AI Agents,*,361,37,23
-United States,Boston,LLM Engineering,*,360,37,22
-United States,Charlotte,*,*,359,39,26
-United States,Seattle,.NET / C#,*,352,37,12
-United States,San Diego,Python,*,343,38,20
-United States,*,Scala / Spark,*,335,41,19
-United States,Boston,RAG / Retrieval,*,334,42,27
-United States,Seattle,PyTorch / ML,*,333,40,19
-United States,Indianapolis,*,*,329,45,22
-United States,Nashville,*,*,323,38,22
-United States,Seattle,Go / Golang,*,318,44,12
-United States,Austin,TypeScript,*,306,42,29
-United States,Chicago,Node.js,*,298,38,24
-United States,Portland,Python,*,298,40,20
-United States,Austin,Node.js,*,293,40,23
-United States,Chicago,TypeScript,*,293,36,23
-United States,Baltimore,*,*,288,41,21
-United States,Seattle,Kubernetes / DevOps,*,283,42,17
-United States,Tampa,*,*,283,41,27
-United States,Boston,AWS,*,282,44,24
-United States,Philadelphia,Python,*,282,40,18
-United States,Los Angeles,LLM Engineering,*,281,40,26
-United States,San Francisco,Swift / iOS,*,279,47,24
-United States,Seattle,Rust,*,279,41,22
-United States,Denver,TypeScript,*,278,42,24
-United States,San Francisco,TensorFlow / ML,*,275,47,25
-United States,Austin,AI Agents,*,274,35,29
-United States,Seattle,C++,*,274,40,16
-United States,Los Angeles,RAG / Retrieval,*,268,42,24
-United States,Dallas,Python,*,267,36,27
-United States,Columbus,*,*,266,40,24
-United States,*,Flutter / Dart,*,263,42,28
-United States,New York,Rust,*,261,42,20
-United States,Kansas City,*,*,260,44,16
-United States,New York,Kubernetes / DevOps,*,257,40,28
-United States,Portland,Node.js,*,251,44,25
-United States,Denver,Node.js,*,248,38,26
-United States,San Francisco,Azure,*,248,43,23
-United States,New York,Computer Vision,*,247,35,20
-United States,San Francisco,Terraform,*,246,40,22
-United States,Madison,*,*,245,42,21
-United States,Pittsburgh,Python,*,245,36,14
-United States,Chicago,AI Agents,*,243,43,30
-United States,San Francisco,Ruby,*,243,47,20
-United States,Denver,AI Agents,*,240,45,26
-United States,"Washington, D.C.",*,*,239,40,16
-United States,San Francisco,GenAI Media (Image/Video),*,232,42,22
-United States,San Francisco,GCP,*,231,37,19
-United States,New York,C++,*,228,40,18
-United States,Seattle,Java,*,228,41,20
-United States,Boston,PyTorch / ML,*,220,43,20
-United States,Portland,TypeScript,*,220,40,30
-United States,Atlanta,TypeScript,*,218,40,28
-United States,Los Angeles,AWS,*,211,39,26
-United States,New York,Java,*,208,36,25
-United States,Atlanta,Node.js,*,205,40,26
-United States,Chicago,RAG / Retrieval,*,196,41,26
-United States,Dallas,TypeScript,*,195,42,31
-United States,Houston,Python,*,195,39,27
-United States,Austin,LLM Engineering,*,193,45,32
-United States,Austin,RAG / Retrieval,*,193,39,28
-United States,Chicago,LLM Engineering,*,190,35,30
-United States,Phoenix,Python,*,190,44,23
-United States,Raleigh,Python,*,190,43,15
-United States,Cleveland,*,*,184,43,17
-United States,St. Louis,*,*,182,41,19
-United States,Dallas,AI Agents,*,180,34,31
-United States,Las Vegas,*,*,177,39,31
-United States,Austin,AWS,*,176,41,30
-United States,Denver,RAG / Retrieval,*,176,47,25
-United States,Washington,AI Agents,*,173,41,25
-United States,Denver,AWS,*,172,45,22
-United States,Portland,AI Agents,*,172,45,30
-United States,Atlanta,AI Agents,*,171,46,26
-United States,New York,Azure,*,170,35,25
-United States,New York,LLM Inference / Serving,*,170,34,28
-United States,Washington,TypeScript,*,168,43,29
-United States,Detroit,Python,*,166,36,17
-United States,*,GraphQL,*,164,51,20
-United States,Denver,LLM Engineering,*,161,41,35
-United States,Los Angeles,PyTorch / ML,*,161,43,25
-United States,New York,Terraform,*,161,36,17
-United States,Atlanta,LLM Engineering,*,157,42,28
-United States,Seattle,Computer Vision,*,156,37,15
-United States,New York,GCP,*,154,34,27
-United States,San Diego,Node.js,*,153,37,26
-United States,Minneapolis,Python,*,152,39,18
-United States,Boston,Java,*,151,38,18
-United States,Chicago,AWS,*,151,34,28
-United States,Miami,Python,*,151,33,26
-United States,Boston,C++,*,149,48,13
-United States,Washington,Node.js,*,149,40,28
-United States,Sacramento,*,*,148,39,26
-United States,Seattle,Terraform,*,148,47,18
-United States,Philadelphia,TypeScript,*,147,40,28
-United States,Seattle,GCP,*,147,46,17
-United States,Cincinnati,*,*,146,36,26
-United States,New York,Swift / iOS,*,144,40,22
+United States,*,*,*,60284,39,22
+United States,*,*,Software engineering,34581,40,24
+United States,*,Python,*,20306,37,21
+United States,*,*,AI product,19148,39,25
+United States,*,*,Infrastructure,12317,40,22
+United States,*,TypeScript,*,11572,38,27
+United States,*,*,AI research,10240,40,24
+United States,San Francisco,*,*,9844,40,21
+United States,*,AI Agents,*,9639,39,26
+United States,*,Node.js,*,9481,39,24
+United States,*,LLM Engineering,*,7711,39,27
+United States,*,RAG / Retrieval,*,7049,41,27
+United States,*,AWS,*,5926,40,25
+United States,New York,*,*,5709,36,22
+United States,*,PyTorch / ML,*,4564,41,23
+United States,Seattle,*,*,4556,39,18
+United States,San Francisco,Python,*,3721,39,22
+United States,*,C++,*,3524,42,18
+United States,*,Go / Golang,*,3367,42,20
+United States,*,Kubernetes / DevOps,*,3125,42,22
+United States,*,Rust,*,2862,44,25
+United States,*,Java,*,2834,41,21
+United States,Boston,*,*,2831,40,19
+United States,*,Azure,*,2678,38,19
+United States,*,Computer Vision,*,2570,37,23
+United States,Los Angeles,*,*,2257,38,21
+United States,*,LLM Inference / Serving,*,2094,40,25
+United States,New York,Python,*,2056,35,22
+United States,*,React,*,2054,41,28
+United States,San Francisco,TypeScript,*,1918,39,25
+United States,*,.NET / C#,*,1903,38,22
+United States,*,Terraform,*,1843,40,24
+United States,Chicago,*,*,1746,38,20
+United States,San Francisco,AI Agents,*,1730,38,24
+United States,Austin,*,*,1711,40,22
+United States,*,Ruby,*,1656,47,22
+United States,Denver,*,*,1656,39,21
+United States,San Francisco,LLM Engineering,*,1612,39,24
+United States,San Francisco,Node.js,*,1536,43,24
+United States,*,*,Data engineering,1414,36,20
+United States,*,GenAI Media (Image/Video),*,1379,43,23
+United States,Seattle,Python,*,1357,39,19
+United States,Atlanta,*,*,1316,37,22
+United States,Portland,*,*,1227,44,21
+United States,*,GCP,*,1224,39,24
+United States,*,Swift / iOS,*,1210,43,25
+United States,Boston,Python,*,1191,38,18
+United States,New York,TypeScript,*,1185,33,25
+United States,San Francisco,RAG / Retrieval,*,1168,42,27
+United States,San Francisco,PyTorch / ML,*,1145,44,21
+United States,*,*,Data science,1107,41,20
+United States,*,PHP,*,1095,43,28
+United States,New York,Node.js,*,1075,38,22
+United States,Washington,*,*,1024,38,23
+United States,*,TensorFlow / ML,*,950,46,29
+United States,San Francisco,AWS,*,927,38,24
+United States,New York,AI Agents,*,917,36,27
+United States,Dallas,*,*,885,39,26
+United States,San Diego,*,*,858,39,19
+United States,*,NLP,*,806,37,27
+United States,Philadelphia,*,*,803,41,23
+United States,Seattle,TypeScript,*,798,39,22
+United States,New York,LLM Engineering,*,756,37,26
+United States,*,Docker,*,753,42,23
+United States,Los Angeles,Python,*,750,37,19
+United States,*,Hugging Face,*,713,39,27
+United States,Seattle,AWS,*,700,41,17
+United States,Seattle,AI Agents,*,677,41,22
+United States,San Francisco,C++,*,675,45,17
+United States,*,Reinforcement Learning,*,671,41,26
+United States,*,Angular,*,664,39,21
+United States,New York,RAG / Retrieval,*,642,38,24
+United States,Seattle,Node.js,*,638,41,21
+United States,Raleigh,*,*,619,46,19
+United States,Seattle,Azure,*,616,35,11
+United States,Chicago,Python,*,612,36,19
+United States,*,JAX,*,601,47,25
+United States,Pittsburgh,*,*,593,36,16
+United States,Phoenix,*,*,592,42,27
+United States,Minneapolis,*,*,587,40,19
+United States,San Francisco,Go / Golang,*,537,46,21
+United States,New York,AWS,*,534,36,28
+United States,San Francisco,LLM Inference / Serving,*,530,39,21
+United States,Houston,*,*,527,39,27
+United States,Austin,Python,*,517,39,24
+United States,Detroit,*,*,516,40,21
+United States,Denver,Python,*,513,37,20
+United States,San Francisco,Rust,*,510,46,24
+United States,Seattle,LLM Engineering,*,509,40,23
+United States,Miami,*,*,507,37,29
+United States,San Francisco,Kubernetes / DevOps,*,496,41,19
+United States,Seattle,RAG / Retrieval,*,495,44,24
+United States,Los Angeles,TypeScript,*,481,38,24
+United States,*,Kotlin / Android,*,477,40,22
+United States,Salt Lake City,*,*,475,43,23
+United States,San Francisco,Computer Vision,*,468,40,22
+United States,New York,PyTorch / ML,*,463,38,21
+United States,Atlanta,Python,*,458,34,20
+United States,San Francisco,Java,*,441,49,21
+United States,Boston,AI Agents,*,435,43,23
+United States,Boston,TypeScript,*,435,39,25
+United States,Orlando,*,*,425,37,23
+United States,Boston,Node.js,*,413,40,22
+United States,Washington,Python,*,407,38,22
+United States,Los Angeles,Node.js,*,395,38,22
+United States,New York,Go / Golang,*,372,37,21
+United States,Boston,LLM Engineering,*,371,37,23
+United States,Charlotte,*,*,369,38,26
+United States,Los Angeles,AI Agents,*,366,36,23
+United States,Seattle,.NET / C#,*,365,37,13
+United States,San Diego,Python,*,355,38,20
+United States,Seattle,PyTorch / ML,*,349,41,19
+United States,*,Scala / Spark,*,343,41,19
+United States,Boston,RAG / Retrieval,*,342,42,27
+United States,Indianapolis,*,*,342,45,22
+United States,Nashville,*,*,332,39,21
+United States,*,PostgreSQL,*,329,36,27
+United States,*,Flutter / Dart,*,328,41,30
+United States,Seattle,Go / Golang,*,327,43,12
+United States,Austin,TypeScript,*,319,43,29
+United States,Portland,Python,*,309,40,19
+United States,San Francisco,TensorFlow / ML,*,303,47,27
+United States,*,GraphQL,*,301,46,26
+United States,Chicago,Node.js,*,300,38,24
+United States,Chicago,TypeScript,*,299,35,23
+United States,Austin,Node.js,*,298,40,23
+United States,Baltimore,*,*,297,41,21
+United States,*,MongoDB,*,296,43,16
+United States,Seattle,Kubernetes / DevOps,*,294,42,17
+United States,*,React Native,*,291,38,24
+United States,Seattle,C++,*,291,39,15
+United States,Seattle,Rust,*,290,41,22
+United States,Tampa,*,*,288,41,27
+United States,Philadelphia,Python,*,287,41,19
+United States,San Francisco,Swift / iOS,*,287,47,24
+United States,Denver,TypeScript,*,285,42,24
+United States,Boston,AWS,*,284,44,24
+United States,Los Angeles,LLM Engineering,*,284,40,26
+United States,Austin,AI Agents,*,281,36,29
+United States,New York,Rust,*,278,41,20
+United States,Dallas,Python,*,277,35,28
+United States,Columbus,*,*,275,39,24
+United States,Los Angeles,RAG / Retrieval,*,272,42,25
+United States,*,Ansible,*,269,41,20
+United States,Kansas City,*,*,266,45,17
+United States,New York,Kubernetes / DevOps,*,264,41,27
+United States,New York,Computer Vision,*,262,37,22
+United States,San Francisco,Azure,*,257,43,23
+United States,Portland,Node.js,*,256,44,25
+United States,San Francisco,GenAI Media (Image/Video),*,256,43,24
+United States,Denver,Node.js,*,255,38,26
+United States,Pittsburgh,Python,*,255,36,14
+United States,San Francisco,Terraform,*,254,41,22
+United States,San Francisco,React,*,251,43,28
+United States,San Francisco,Ruby,*,249,47,20
+United States,Chicago,AI Agents,*,248,43,30
+United States,Madison,*,*,248,42,21
+United States,Seattle,Java,*,248,42,19
+United States,Denver,AI Agents,*,245,45,26
+United States,"Washington, D.C.",*,*,245,40,16
+United States,New York,C++,*,241,39,18
+United States,San Francisco,GCP,*,236,36,19
+United States,*,Elasticsearch,*,232,38,17
+United States,*,Web3,*,232,38,27
+United States,Boston,PyTorch / ML,*,228,42,21
+United States,Portland,TypeScript,*,223,40,30
+United States,Atlanta,TypeScript,*,222,41,28
+United States,New York,Java,*,215,36,25
+United States,Los Angeles,AWS,*,214,39,26
+United States,*,Kafka,*,213,39,17
+United States,Atlanta,Node.js,*,210,40,26
+United States,*,Databricks,*,207,33,16
+United States,Chicago,RAG / Retrieval,*,200,42,26
+United States,Dallas,TypeScript,*,200,43,32
+United States,Houston,Python,*,200,40,26
+United States,Austin,RAG / Retrieval,*,198,39,29
+United States,New York,LLM Inference / Serving,*,197,36,26
+United States,San Francisco,Reinforcement Learning,*,197,43,26
+United States,*,Elixir,*,196,46,28
+United States,Austin,LLM Engineering,*,195,44,32
+United States,Chicago,LLM Engineering,*,195,35,29
+United States,Phoenix,Python,*,194,44,23
+United States,*,Clojure,*,193,49,21
+United States,Raleigh,Python,*,193,43,16
+United States,San Francisco,NLP,*,189,35,37
+United States,St. Louis,*,*,189,40,19
+United States,Cleveland,*,*,188,43,18
+United States,*,Haskell,*,187,53,26
+United States,Austin,AWS,*,183,41,29
+United States,Dallas,AI Agents,*,183,35,31
+United States,Las Vegas,*,*,182,40,31
+United States,New York,React,*,178,42,32
+United States,Denver,RAG / Retrieval,*,177,47,25
+United States,Atlanta,AI Agents,*,176,46,27
+United States,Denver,AWS,*,176,45,22
+United States,Portland,AI Agents,*,176,44,30
+United States,Washington,AI Agents,*,176,41,26
+United States,Washington,TypeScript,*,176,44,30
+United States,San Francisco,Hugging Face,*,175,37,26
+United States,*,Snowflake,*,174,33,11
+United States,New York,Azure,*,174,34,24
+United States,Detroit,Python,*,173,35,18
+United States,*,dbt,*,170,29,15
+United States,Denver,LLM Engineering,*,168,40,35
+United States,Los Angeles,PyTorch / ML,*,166,43,25
+United States,New York,Terraform,*,164,36,18
+United States,Seattle,Computer Vision,*,163,36,16
+United States,New York,GCP,*,161,35,26
+United States,Atlanta,LLM Engineering,*,160,42,29
+United States,Miami,Python,*,158,35,25
+United States,*,Solidity,*,157,35,29
+United States,Boston,Java,*,156,39,18
+United States,San Diego,Node.js,*,156,37,26
+United States,Minneapolis,Python,*,155,39,18
+United States,Sacramento,*,*,155,39,25
+United States,Washington,Node.js,*,155,40,28
+United States,Chicago,AWS,*,154,34,27
+United States,*,Prometheus,*,153,50,26
+United States,Boston,C++,*,153,48,13
+United States,Boston,Computer Vision,*,152,38,20
+United States,San Francisco,JAX,*,152,44,25
+United States,Seattle,GCP,*,152,45,16
+United States,Cincinnati,*,*,151,36,26
+United States,New York,Swift / iOS,*,151,40,23
+United States,Philadelphia,TypeScript,*,151,40,28
+United States,Seattle,Terraform,*,150,46,19
+United States,*,Bitcoin,*,148,45,24
+United States,San Antonio,*,*,148,42,26
+United States,Durham,*,*,147,37,14
+United States,Seattle,Ruby,*,147,48,18
+United States,Seattle,React,*,146,40,19
+United States,*,Redis,*,145,43,25
+United States,Atlanta,RAG / Retrieval,*,144,42,27
+United States,New York,Ruby,*,144,42,24
 United States,Portland,RAG / Retrieval,*,144,51,22
-United States,San Antonio,*,*,144,42,26
-United States,San Francisco,Reinforcement Learning,*,144,40,24
-United States,Seattle,Ruby,*,144,47,19
-United States,Atlanta,RAG / Retrieval,*,143,43,27
-United States,New York,Ruby,*,141,41,23
-United States,Atlanta,AWS,*,140,32,20
-United States,Boston,Computer Vision,*,140,40,20
-United States,San Diego,TypeScript,*,140,41,25
-United States,Miami,TypeScript,*,139,37,31
-United States,Richmond,*,*,139,47,23
-United States,Milwaukee,*,*,138,45,28
-United States,Phoenix,TypeScript,*,137,45,33
-United States,*,MongoDB,*,136,46,10
+United States,Richmond,*,*,144,48,23
+United States,Atlanta,AWS,*,143,32,20
+United States,Miami,TypeScript,*,143,38,30
+United States,Milwaukee,*,*,143,45,29
+United States,San Diego,TypeScript,*,143,42,25
+United States,Phoenix,TypeScript,*,141,45,32
+United States,San Diego,AI Agents,*,140,34,29
+United States,Boston,Kubernetes / DevOps,*,138,41,20
+United States,Salt Lake City,Python,*,138,41,22
+United States,Washington,AWS,*,138,46,24
+United States,San Diego,LLM Engineering,*,137,34,19
 United States,Dallas,Node.js,*,136,34,24
-United States,San Diego,LLM Engineering,*,136,33,19
-United States,Durham,*,*,135,39,14
-United States,Washington,AWS,*,135,47,23
-United States,San Diego,AI Agents,*,134,34,29
-United States,San Francisco,Hugging Face,*,134,31,22
-United States,Boston,Kubernetes / DevOps,*,133,41,19
-United States,Los Angeles,C++,*,131,38,16
-United States,Portland,LLM Engineering,*,131,51,30
-United States,Salt Lake City,Python,*,130,42,22
-United States,Austin,PyTorch / ML,*,127,43,22
-United States,Indianapolis,Python,*,126,46,21
-United States,Los Angeles,Go / Golang,*,126,39,23
-United States,Washington,RAG / Retrieval,*,126,36,20
-United States,Baltimore,Python,*,125,38,17
-United States,Washington,LLM Engineering,*,125,45,30
-United States,Dallas,LLM Engineering,*,123,41,32
-United States,Orlando,Python,*,122,33,19
-United States,Philadelphia,Node.js,*,122,37,23
-United States,Dallas,RAG / Retrieval,*,120,37,30
-United States,Rochester,*,*,120,42,23
-United States,Phoenix,AI Agents,*,119,36,33
-United States,Boston,Go / Golang,*,118,40,19
-United States,Miami,AI Agents,*,116,32,31
-United States,Salt Lake City,TypeScript,*,116,42,26
-United States,San Francisco,Scala / Spark,*,116,45,17
-United States,Austin,C++,*,114,42,20
-United States,Boise,*,*,114,45,18
-United States,Boston,Rust,*,114,50,28
-United States,Denver,Go / Golang,*,114,39,25
-United States,San Francisco,NLP,*,114,31,40
-United States,Austin,Java,*,113,36,22
-United States,New York,GenAI Media (Image/Video),*,113,34,17
-United States,Denver,PyTorch / ML,*,110,43,20
-United States,San Francisco,JAX,*,110,45,23
-United States,Nashville,Python,*,109,39,18
-United States,Chicago,PyTorch / ML,*,108,39,20
-United States,Houston,TypeScript,*,108,41,35
-United States,Seattle,LLM Inference / Serving,*,107,42,18
-United States,Honolulu,*,*,106,41,15
-United States,Philadelphia,AI Agents,*,106,37,21
-United States,*,PostgreSQL,*,105,41,18
-United States,Austin,Go / Golang,*,104,35,17
-United States,Grand Rapids,*,*,104,48,20
-United States,Boston,Azure,*,103,40,19
+United States,Portland,LLM Engineering,*,134,51,30
+United States,*,Helm,*,133,48,19
+United States,Indianapolis,Python,*,133,45,21
+United States,Los Angeles,C++,*,133,38,15
+United States,San Francisco,Docker,*,133,43,14
+United States,Austin,PyTorch / ML,*,131,44,21
+United States,Los Angeles,Go / Golang,*,129,39,23
+United States,Baltimore,Python,*,128,38,19
+United States,Washington,RAG / Retrieval,*,128,35,20
+United States,Dallas,LLM Engineering,*,126,41,32
+United States,Washington,LLM Engineering,*,126,45,30
+United States,*,Vue.js,*,125,49,34
+United States,Dallas,RAG / Retrieval,*,124,38,29
+United States,Orlando,Python,*,124,33,19
+United States,Rochester,*,*,124,41,23
+United States,New York,GenAI Media (Image/Video),*,123,33,15
+United States,Philadelphia,Node.js,*,123,37,24
+United States,Austin,C++,*,122,42,20
+United States,Boston,Go / Golang,*,122,40,20
+United States,Salt Lake City,TypeScript,*,122,42,25
+United States,Seattle,LLM Inference / Serving,*,122,44,16
+United States,Boston,Rust,*,121,48,28
+United States,Phoenix,AI Agents,*,120,36,33
+United States,San Francisco,Scala / Spark,*,120,44,17
+United States,Miami,AI Agents,*,118,33,31
+United States,Austin,Java,*,117,36,22
+United States,Denver,Go / Golang,*,117,40,25
+United States,Boise,*,*,116,46,17
+United States,Denver,PyTorch / ML,*,116,42,21
+United States,Denver,React,*,115,39,20
+United States,Nashville,Python,*,112,41,18
+United States,Honolulu,*,*,111,39,14
+United States,New York,NLP,*,111,40,28
+United States,*,Ethereum,*,110,36,24
+United States,Chicago,PyTorch / ML,*,110,40,20
+United States,Houston,TypeScript,*,109,39,36
+United States,Philadelphia,AI Agents,*,109,36,23
+United States,Boston,Azure,*,108,41,19
+United States,Austin,Go / Golang,*,107,35,18
+United States,Grand Rapids,*,*,105,48,20
+United States,*,Spark,*,104,46,22
+United States,Orlando,TypeScript,*,104,39,30
 United States,Detroit,TypeScript,*,103,39,30
-United States,Orlando,TypeScript,*,102,40,28
+United States,Los Angeles,Computer Vision,*,103,35,33
+United States,Madison,Python,*,103,38,18
 United States,Raleigh,AI Agents,*,102,48,22
-United States,Los Angeles,Computer Vision,*,100,35,32
+United States,Boston,LLM Inference / Serving,*,101,34,22
+United States,Chicago,C++,*,101,41,19
+United States,Jacksonville,*,*,100,40,26
+United States,Oklahoma City,*,*,100,54,29
+United States,Portland,AWS,*,100,49,22
+United States,Atlanta,React,*,99,37,28
 United States,Dallas,AWS,*,99,40,35
-United States,Oklahoma City,*,*,99,54,28
-United States,Portland,AWS,*,99,49,22
-United States,Chicago,C++,*,98,40,17
-United States,Des Moines,*,*,98,36,30
-United States,Madison,Python,*,98,37,16
+United States,Raleigh,TypeScript,*,99,49,24
+United States,Des Moines,*,*,98,38,30
+United States,New York,TensorFlow / ML,*,98,52,29
+United States,Austin,Kubernetes / DevOps,*,97,42,23
+United States,Minneapolis,Node.js,*,97,37,25
+United States,Portland,React,*,97,45,30
+United States,Portland,Ruby,*,97,44,23
 United States,"Washington, D.C.",Python,*,97,40,19
-United States,Jacksonville,*,*,96,40,25
-United States,Raleigh,TypeScript,*,96,49,25
-United States,New York,TensorFlow / ML,*,95,52,28
-United States,Boston,LLM Inference / Serving,*,94,33,19
-United States,Portland,Ruby,*,94,45,22
-United States,San Francisco,React,*,94,49,18
-United States,Minneapolis,Node.js,*,93,37,26
-United States,Phoenix,RAG / Retrieval,*,93,45,32
-United States,San Diego,RAG / Retrieval,*,93,49,32
-United States,Los Angeles,Kubernetes / DevOps,*,92,39,24
+United States,Los Angeles,Kubernetes / DevOps,*,96,41,24
+United States,Boston,Terraform,*,94,44,29
+United States,Denver,Rust,*,94,52,30
+United States,Phoenix,RAG / Retrieval,*,94,44,32
+United States,San Diego,RAG / Retrieval,*,94,50,32
+United States,New Orleans,*,*,93,35,24
+United States,Pittsburgh,LLM Engineering,*,93,42,16
+United States,Pittsburgh,TypeScript,*,93,34,26
+United States,Minneapolis,TypeScript,*,92,45,22
+United States,New York,Hugging Face,*,92,26,23
+United States,Portland,C++,*,92,49,14
+United States,Raleigh,Node.js,*,92,42,24
+United States,Charlotte,Python,*,91,41,22
+United States,Denver,Kubernetes / DevOps,*,91,41,19
+United States,Houston,LLM Engineering,*,91,35,34
 United States,Los Angeles,Java,*,91,41,19
 United States,Phoenix,Node.js,*,91,46,32
-United States,Raleigh,Node.js,*,91,43,24
-United States,Boston,Terraform,*,90,46,28
-United States,Denver,Rust,*,90,51,28
-United States,Minneapolis,TypeScript,*,90,44,22
-United States,New Orleans,*,*,90,36,22
-United States,Portland,C++,*,90,49,13
-United States,Austin,Kubernetes / DevOps,*,89,42,22
-United States,Charlotte,Python,*,89,42,21
-United States,Pittsburgh,TypeScript,*,89,33,25
-United States,Salt Lake City,AI Agents,*,89,43,31
-United States,Houston,LLM Engineering,*,88,36,35
-United States,Louisville,*,*,88,47,25
-United States,Philadelphia,RAG / Retrieval,*,88,47,19
+United States,*,Solana,*,89,29,26
+United States,Louisville,*,*,89,46,25
+United States,Philadelphia,RAG / Retrieval,*,89,46,19
+United States,Salt Lake City,AI Agents,*,89,42,31
+United States,Charlotte,TypeScript,*,88,41,32
+United States,Denver,Java,*,88,41,16
 United States,Denver,C++,*,86,43,19
-United States,Denver,Kubernetes / DevOps,*,85,39,19
-United States,Pittsburgh,LLM Engineering,*,85,40,16
-United States,Birmingham,*,*,84,42,19
-United States,Denver,Java,*,84,40,17
-United States,Phoenix,LLM Engineering,*,84,46,32
-United States,Raleigh,RAG / Retrieval,*,84,45,25
-United States,Washington DC,*,*,84,45,18
-United States,Charlotte,TypeScript,*,83,40,30
-United States,Houston,AI Agents,*,83,40,37
-United States,Columbus,Python,*,81,37,21
-United States,San Francisco,.NET / C#,*,81,41,26
-United States,New York,Hugging Face,*,79,28,25
-United States,San Diego,AWS,*,79,44,23
-United States,Atlanta,Java,*,78,29,12
-United States,Austin,Rust,*,78,42,24
-United States,Houston,Node.js,*,78,42,28
-United States,New York,.NET / C#,*,78,31,21
+United States,Birmingham,*,*,85,42,19
+United States,Phoenix,LLM Engineering,*,85,46,33
+United States,Raleigh,RAG / Retrieval,*,85,45,26
+United States,Washington DC,*,*,85,45,18
+United States,San Francisco,Databricks,*,84,27,13
+United States,Austin,Rust,*,83,43,25
+United States,Columbus,Python,*,83,36,20
+United States,Houston,AI Agents,*,83,39,37
+United States,New York,Reinforcement Learning,*,83,34,34
+United States,San Francisco,.NET / C#,*,83,42,25
+United States,Austin,Computer Vision,*,81,21,7
+United States,New York,MongoDB,*,81,38,16
+United States,Portland,Go / Golang,*,81,44,17
+United States,San Diego,AWS,*,81,43,22
+United States,Atlanta,Java,*,80,31,11
+United States,Atlanta,PyTorch / ML,*,80,34,22
+United States,Austin,Ruby,*,80,41,25
+United States,Chicago,Kubernetes / DevOps,*,80,40,18
+United States,New York,.NET / C#,*,80,30,20
+United States,Salt Lake City,Node.js,*,80,49,21
+United States,Charleston,*,*,79,46,25
+United States,Chicago,React,*,79,24,23
+United States,Chicago,Rust,*,79,46,27
+United States,Houston,Node.js,*,79,42,28
+United States,Los Angeles,LLM Inference / Serving,*,79,43,24
+United States,Philadelphia,LLM Engineering,*,79,39,24
+United States,*,Airflow,*,78,35,27
+United States,Atlanta,Computer Vision,*,78,23,19
+United States,Boston,React,*,78,37,37
+United States,Chicago,Go / Golang,*,78,49,29
 United States,Philadelphia,AWS,*,78,36,22
-United States,Chicago,Go / Golang,*,77,48,30
-United States,Chicago,Kubernetes / DevOps,*,77,40,18
-United States,Houston,RAG / Retrieval,*,77,36,29
-United States,Philadelphia,LLM Engineering,*,77,39,25
-United States,Portland,Go / Golang,*,77,43,17
-United States,Salt Lake City,Node.js,*,77,48,21
-United States,Atlanta,PyTorch / ML,*,76,36,20
-United States,Dallas,Azure,*,76,29,25
-United States,Charleston,*,*,75,45,27
-United States,Chicago,Rust,*,75,45,27
-United States,Los Angeles,LLM Inference / Serving,*,75,44,25
-United States,Miami,Node.js,*,75,40,29
-United States,Austin,Ruby,*,74,42,24
-United States,Charlottesville,*,*,74,41,11
-United States,Seattle,GenAI Media (Image/Video),*,74,34,16
-United States,Albuquerque,*,*,73,49,22
-United States,*,React Native,*,72,28,12
-United States,Austin,Azure,*,72,38,21
-United States,Austin,Computer Vision,*,72,22,8
-United States,Austin,Terraform,*,72,49,26
-United States,Denver,Ruby,*,72,43,21
-United States,Miami,LLM Engineering,*,72,35,33
-United States,Buffalo,*,*,71,31,24
-United States,New York,NLP,*,71,31,30
-United States,Pittsburgh,Node.js,*,71,34,15
-United States,Raleigh,Kubernetes / DevOps,*,71,54,24
+United States,Dallas,Azure,*,77,29,25
+United States,Houston,RAG / Retrieval,*,77,35,29
+United States,Miami,Node.js,*,77,40,29
+United States,Seattle,GenAI Media (Image/Video),*,77,34,17
+United States,Austin,React,*,76,38,25
+United States,Seattle,Angular,*,76,29,12
+United States,*,DeFi,*,75,36,19
+United States,Albuquerque,*,*,75,48,21
+United States,Austin,Terraform,*,75,48,25
+United States,Charlottesville,*,*,75,40,11
+United States,San Francisco,Kotlin / Android,*,75,44,19
+United States,Boston,GenAI Media (Image/Video),*,74,59,22
+United States,Buffalo,*,*,74,30,23
+United States,Miami,LLM Engineering,*,74,36,32
+United States,San Francisco,Angular,*,74,45,15
+United States,Seattle,Docker,*,74,41,14
+United States,Austin,Azure,*,73,37,21
+United States,Denver,Ruby,*,73,44,21
+United States,Pittsburgh,Node.js,*,73,34,15
+United States,Raleigh,Kubernetes / DevOps,*,73,55,23
+United States,San Diego,PyTorch / ML,*,72,43,24
+United States,Tampa,Python,*,72,39,25
+United States,Detroit,AI Agents,*,71,49,30
+United States,Detroit,Node.js,*,71,35,30
+United States,Minneapolis,AI Agents,*,71,39,24
 United States,Raleigh,LLM Engineering,*,71,54,24
-United States,San Francisco,Kotlin / Android,*,71,42,17
-United States,Boston,GenAI Media (Image/Video),*,70,60,20
-United States,Detroit,AI Agents,*,70,50,30
-United States,Detroit,Node.js,*,70,34,30
-United States,San Diego,PyTorch / ML,*,70,41,23
-United States,*,Redis,*,69,51,19
-United States,San Diego,LLM Inference / Serving,*,69,36,16
-United States,Tampa,Python,*,69,39,25
-United States,Atlanta,Azure,*,68,35,18
-United States,Miami,RAG / Retrieval,*,68,28,32
-United States,New York,Reinforcement Learning,*,68,37,32
+United States,San Diego,LLM Inference / Serving,*,71,35,15
+United States,Los Angeles,Rust,*,70,41,31
+United States,Nashville,TypeScript,*,70,36,29
+United States,Portland,PyTorch / ML,*,70,49,24
+United States,Tucson,*,*,70,43,17
+United States,Atlanta,Azure,*,69,35,17
+United States,Boston,GCP,*,69,43,28
+United States,Miami,RAG / Retrieval,*,69,29,32
+United States,Orlando,AI Agents,*,69,41,20
+United States,Charlotte,Node.js,*,68,31,32
+United States,Kansas City,Python,*,68,46,16
+United States,Memphis,*,*,68,38,28
+United States,Providence,*,*,68,41,18
 United States,Seattle,PHP,*,68,41,25
+United States,Tampa,TypeScript,*,68,31,28
 United States,Ithaca,*,*,67,34,18
-United States,Memphis,*,*,67,37,27
-United States,Minneapolis,AI Agents,*,67,39,25
-United States,Nashville,TypeScript,*,67,36,28
-United States,Orlando,AI Agents,*,67,42,21
-United States,Portland,PyTorch / ML,*,67,48,25
-United States,Providence,*,*,67,43,18
-United States,Tampa,TypeScript,*,67,30,27
-United States,Tucson,*,*,67,43,18
-United States,Atlanta,Computer Vision,*,66,26,21
-United States,Boston,GCP,*,66,42,29
-United States,Charlotte,Node.js,*,66,30,32
+United States,San Francisco,Flutter / Dart,*,67,48,15
+United States,Charlotte,AI Agents,*,66,39,27
 United States,Chicago,Java,*,66,42,23
-United States,Denver,Terraform,*,65,48,28
+United States,Denver,Terraform,*,66,47,29
+United States,Washington,PyTorch / ML,*,66,42,26
+United States,Boston,Ruby,*,65,42,22
 United States,Durham,Python,*,65,35,12
-United States,Kansas City,Python,*,65,45,17
 United States,Los Angeles,Azure,*,65,38,15
-United States,Los Angeles,Rust,*,65,43,31
-United States,Washington,PyTorch / ML,*,65,42,26
-United States,Atlanta,React,*,64,39,27
-United States,Charlotte,AI Agents,*,64,41,28
+United States,Atlanta,Kubernetes / DevOps,*,64,36,22
 United States,Los Angeles,Ruby,*,64,53,17
+United States,Minneapolis,LLM Engineering,*,64,44,36
+United States,Pittsburgh,RAG / Retrieval,*,64,28,16
+United States,San Francisco,PHP,*,64,44,22
+United States,Seattle,Swift / iOS,*,64,47,20
+United States,Chicago,Computer Vision,*,63,27,21
 United States,Orlando,Node.js,*,63,43,25
-United States,Pittsburgh,RAG / Retrieval,*,63,29,16
-United States,Boston,Ruby,*,62,42,21
-United States,Denver,React,*,62,31,13
-United States,San Francisco,PHP,*,62,42,23
-United States,Seattle,Angular,*,62,32,11
-United States,Chicago,Computer Vision,*,61,28,20
-United States,San Francisco,Flutter / Dart,*,61,51,13
-United States,Seattle,Swift / iOS,*,61,48,20
-United States,Tulsa,*,*,61,46,20
-United States,*,Vue.js,*,60,47,30
-United States,Eugene,*,*,60,35,20
-United States,Los Angeles,GenAI Media (Image/Video),*,60,40,25
-United States,New York,PHP,*,60,42,28
-United States,Tampa,AI Agents,*,60,42,25
-United States,Atlanta,Kubernetes / DevOps,*,59,37,20
-United States,Austin,LLM Inference / Serving,*,59,51,32
-United States,Detroit,LLM Engineering,*,59,32,37
-United States,Miami,AWS,*,59,42,41
-United States,Minneapolis,AWS,*,59,34,24
-United States,Minneapolis,LLM Engineering,*,59,46,37
-United States,Atlanta,C++,*,58,50,19
-United States,Boston,.NET / C#,*,58,50,21
-United States,Champaign,*,*,58,57,12
-United States,Chicago,Azure,*,58,40,24
+United States,Portland,Kubernetes / DevOps,*,63,54,17
+United States,Tulsa,*,*,63,46,19
+United States,Austin,LLM Inference / Serving,*,62,50,32
+United States,Champaign,*,*,62,55,11
+United States,Eugene,*,*,62,34,19
+United States,Los Angeles,GenAI Media (Image/Video),*,62,40,24
+United States,New York,PHP,*,62,40,27
+United States,San Francisco,Kafka,*,62,40,18
+United States,Tampa,AI Agents,*,62,42,26
+United States,Miami,AWS,*,61,43,41
+United States,Minneapolis,AWS,*,61,34,23
+United States,Seattle,NLP,*,61,46,23
+United States,Boston,TensorFlow / ML,*,60,33,22
+United States,Chicago,Azure,*,60,40,25
+United States,Detroit,LLM Engineering,*,60,32,38
+United States,Omaha,*,*,60,32,27
+United States,San Francisco,Snowflake,*,60,37,13
+United States,Atlanta,C++,*,59,49,19
+United States,Boston,.NET / C#,*,59,49,20
+United States,Detroit,RAG / Retrieval,*,59,42,27
+United States,Pittsburgh,AI Agents,*,59,39,25
+United States,Seattle,TensorFlow / ML,*,59,54,25
+United States,Dallas,Kubernetes / DevOps,*,58,26,22
+United States,Dallas,PyTorch / ML,*,58,43,26
 United States,Detroit,AWS,*,58,29,26
-United States,Detroit,RAG / Retrieval,*,58,43,28
+United States,Kansas City,TypeScript,*,58,48,19
+United States,Los Angeles,Swift / iOS,*,58,45,24
 United States,Los Angeles,Terraform,*,58,41,19
-United States,Portland,Kubernetes / DevOps,*,58,53,17
 United States,Raleigh,AWS,*,58,53,22
-United States,San Francisco,Angular,*,58,45,14
+United States,Atlanta,Go / Golang,*,57,35,19
 United States,Austin,PHP,*,57,44,23
-United States,Los Angeles,Swift / iOS,*,57,44,25
-United States,Pittsburgh,AI Agents,*,57,40,26
-United States,Boston,TensorFlow / ML,*,56,36,20
-United States,Dallas,Kubernetes / DevOps,*,56,27,23
-United States,Atlanta,Go / Golang,*,55,35,18
-United States,Dallas,PyTorch / ML,*,55,45,24
-United States,Denver,Computer Vision,*,55,29,20
+United States,Denver,Computer Vision,*,57,28,19
+United States,Pittsburgh,PyTorch / ML,*,57,42,19
+United States,Portland,Rust,*,57,51,37
+United States,Salt Lake City,LLM Engineering,*,57,40,35
+United States,Ann Arbor,*,*,56,39,20
+United States,Austin,.NET / C#,*,56,46,16
+United States,Knoxville,*,*,56,38,14
+United States,Raleigh,Go / Golang,*,56,57,14
+United States,Chicago,Terraform,*,55,40,20
+United States,Cleveland,Python,*,55,33,13
 United States,Denver,PHP,*,55,40,22
-United States,Salt Lake City,LLM Engineering,*,55,40,35
-United States,Ann Arbor,*,*,54,41,20
-United States,Austin,.NET / C#,*,54,48,17
-United States,Chicago,Terraform,*,54,39,20
-United States,Cleveland,Python,*,54,33,13
-United States,Huntsville,*,*,54,46,15
-United States,Kansas City,TypeScript,*,54,48,19
-United States,Knoxville,*,*,54,37,15
-United States,Omaha,*,*,54,33,26
-United States,Portland,Rust,*,54,52,41
-United States,Seattle,TensorFlow / ML,*,54,52,20
+United States,Huntsville,*,*,55,45,16
+United States,Los Angeles,.NET / C#,*,55,36,27
+United States,Salt Lake City,AWS,*,55,40,25
+United States,New York,Docker,*,54,41,37
+United States,New York,JAX,*,54,63,24
+United States,Phoenix,AWS,*,54,39,22
+United States,Seattle,Hugging Face,*,54,33,24
+United States,Seattle,Scala / Spark,*,54,39,22
 United States,Tampa,Node.js,*,54,48,31
-United States,Los Angeles,.NET / C#,*,53,38,28
-United States,Phoenix,AWS,*,53,38,23
-United States,Raleigh,Go / Golang,*,53,57,15
-United States,Salt Lake City,AWS,*,53,42,26
-United States,Seattle,Scala / Spark,*,53,38,23
-United States,Houston,AWS,*,52,33,48
+United States,Boston,NLP,*,53,30,21
+United States,Houston,AWS,*,53,32,47
+United States,New Haven,*,*,53,36,4
+United States,Pittsburgh,C++,*,53,43,4
+United States,Seattle,Elasticsearch,*,53,42,21
+United States,Washington,Computer Vision,*,53,36,11
+United States,Atlanta,PHP,*,52,46,21
+United States,Los Angeles,React,*,52,48,29
 United States,Minneapolis,RAG / Retrieval,*,52,38,25
+United States,Orlando,LLM Engineering,*,52,37,25
 United States,Philadelphia,PyTorch / ML,*,52,37,29
-United States,Pittsburgh,PyTorch / ML,*,52,38,21
-United States,Atlanta,PHP,*,51,47,22
+United States,San Diego,Computer Vision,*,52,38,19
+United States,*,Move,*,51,45,22
+United States,Atlanta,Terraform,*,51,33,27
 United States,Indianapolis,TypeScript,*,51,41,29
-United States,New Haven,*,*,51,37,4
+United States,Nashville,AI Agents,*,51,37,22
+United States,Nashville,Node.js,*,51,37,22
 United States,Saint Louis,*,*,51,37,33
-United States,Washington,Computer Vision,*,51,35,10
-United States,Atlanta,Terraform,*,50,34,28
-United States,Nashville,AI Agents,*,50,36,20
-United States,Nashville,Node.js,*,50,38,22
-United States,Pittsburgh,C++,*,50,42,4
-United States,Salt Lake City,RAG / Retrieval,*,50,48,26
-United States,San Diego,C++,*,50,42,22
-United States,San Diego,Computer Vision,*,50,36,18
-United States,St. Louis,Python,*,50,36,20
+United States,Salt Lake City,RAG / Retrieval,*,51,45,25
+United States,San Diego,C++,*,51,41,22
+United States,St. Louis,Python,*,51,35,20
+United States,Denver,LLM Inference / Serving,*,50,48,28
+United States,Washington,Go / Golang,*,50,24,10

starhunt-developers.csv

@@ -1,656 +1,730 @@
 country,metro,technology,role,developers,public_email_pct,open_to_work_pct
-France,*,*,*,11662,31,18
-France,*,*,Software engineering,7516,33,21
-France,Paris,*,*,4306,32,18
-France,*,Python,*,2913,29,17
-France,*,*,AI product,2507,34,22
-France,*,TypeScript,*,2361,30,22
-France,*,*,Infrastructure,2053,33,20
-France,*,Node.js,*,1972,33,19
-France,*,*,AI research,1508,32,20
-France,Paris,Python,*,1234,29,17
-France,*,RAG / Retrieval,*,1140,33,21
-France,*,AI Agents,*,1031,35,22
-France,*,LLM Engineering,*,960,35,23
-France,*,PHP,*,896,32,21
-France,*,C++,*,887,32,19
-France,*,Java,*,882,34,17
-France,Paris,TypeScript,*,865,30,22
-France,Lyon,*,*,748,33,16
-France,Paris,Node.js,*,740,32,19
-France,*,Kubernetes / DevOps,*,686,36,20
-France,*,PyTorch / ML,*,589,30,19
-France,*,AWS,*,580,32,22
-France,*,Go / Golang,*,576,34,19
-France,*,Rust,*,526,33,22
-France,Toulouse,*,*,516,31,21
-France,Paris,RAG / Retrieval,*,474,34,20
-France,*,Computer Vision,*,463,31,24
-France,*,Terraform,*,424,32,21
-France,Paris,LLM Engineering,*,420,36,23
-France,Bordeaux,*,*,416,35,15
-France,Paris,AI Agents,*,409,36,24
-France,Nantes,*,*,374,29,16
-France,*,React,*,324,35,17
-France,Lille,*,*,314,33,17
-France,Paris,C++,*,314,35,20
-France,*,.NET / C#,*,290,32,17
-France,Paris,PyTorch / ML,*,287,32,18
-France,Paris,Java,*,281,37,19
-France,*,Azure,*,274,31,21
-France,Paris,Kubernetes / DevOps,*,271,36,20
-France,Paris,PHP,*,253,37,19
-France,*,GenAI Media (Image/Video),*,251,37,21
-France,Paris,AWS,*,245,31,23
-France,*,LLM Inference / Serving,*,244,34,25
-France,Paris,Computer Vision,*,240,32,24
-France,Montpellier,*,*,233,33,22
-France,Paris,Go / Golang,*,230,36,12
-France,*,OVH,*,229,34,21
-France,Grenoble,*,*,229,35,16
-France,Rennes,*,*,222,34,17
-France,*,Ruby,*,210,31,19
-France,Paris,Rust,*,203,32,19
-France,Marseille,*,*,189,33,21
-France,*,*,Data science,179,40,20
-France,Nice,*,*,179,32,20
-France,*,Angular,*,178,28,21
-France,Paris,Terraform,*,178,28,19
-France,Lyon,Python,*,174,32,16
+France,*,*,*,11915,31,19
+France,*,*,Software engineering,7631,33,21
+France,Paris,*,*,4423,32,18
+France,*,Python,*,2977,29,17
+France,*,*,AI product,2558,34,22
+France,*,TypeScript,*,2397,30,22
+France,*,*,Infrastructure,2175,33,20
+France,*,Node.js,*,2000,33,19
+France,*,*,AI research,1588,33,20
+France,Paris,Python,*,1275,29,18
+France,*,RAG / Retrieval,*,1155,33,21
+France,*,AI Agents,*,1050,35,22
+France,*,LLM Engineering,*,990,35,23
+France,*,PHP,*,902,32,21
+France,*,C++,*,899,32,19
+France,*,Java,*,895,34,17
+France,Paris,TypeScript,*,882,30,22
+France,*,React,*,843,32,22
+France,Lyon,*,*,759,33,16
+France,Paris,Node.js,*,751,32,20
+France,*,Kubernetes / DevOps,*,719,35,21
+France,*,PyTorch / ML,*,621,31,19
+France,*,Go / Golang,*,605,34,19
+France,*,AWS,*,583,32,22
+France,*,Rust,*,546,32,22
+France,Toulouse,*,*,524,31,20
+France,Paris,RAG / Retrieval,*,484,33,20
+France,*,Computer Vision,*,476,31,24
+France,Paris,LLM Engineering,*,443,36,23
+France,*,Terraform,*,439,31,21
+France,Bordeaux,*,*,421,35,15
+France,Paris,AI Agents,*,417,36,24
+France,Nantes,*,*,378,30,16
+France,*,Angular,*,338,30,20
+France,Paris,C++,*,320,35,20
+France,Lille,*,*,319,33,17
+France,Paris,React,*,313,37,23
+France,Paris,PyTorch / ML,*,309,33,20
+France,*,.NET / C#,*,294,32,16
+France,Paris,Java,*,287,38,18
+France,Paris,Kubernetes / DevOps,*,285,35,20
+France,*,Azure,*,283,31,20
+France,*,GenAI Media (Image/Video),*,266,36,20
+France,*,LLM Inference / Serving,*,262,33,25
+France,Paris,PHP,*,254,37,19
+France,Paris,AWS,*,246,32,24
+France,Paris,Computer Vision,*,246,31,24
+France,Paris,Go / Golang,*,242,36,13
+France,*,Docker,*,237,34,23
+France,Montpellier,*,*,235,33,22
+France,Grenoble,*,*,232,34,16
+France,*,OVH,*,230,34,21
+France,Rennes,*,*,226,35,17
+France,*,Ruby,*,211,32,18
+France,Paris,Rust,*,211,32,19
+France,*,Vue.js,*,198,36,23
+France,Marseille,*,*,192,33,21
+France,Nice,*,*,184,32,20
+France,Paris,Terraform,*,184,28,19
+France,*,*,Data science,181,40,20
+France,*,*,Data engineering,178,37,21
+France,Lyon,Python,*,175,31,15
+France,*,Hugging Face,*,174,24,18
 France,Lyon,TypeScript,*,161,30,14
-France,Strasbourg,*,*,150,34,23
-France,*,TensorFlow / ML,*,147,40,24
-France,*,Kotlin / Android,*,144,45,28
-France,Toulouse,Python,*,144,28,18
-France,*,Hugging Face,*,143,23,16
-France,*,GCP,*,141,44,26
-France,Lyon,Node.js,*,138,34,16
-France,Toulouse,TypeScript,*,120,22,22
-France,*,*,Data engineering,108,38,24
-France,*,Scaleway,*,107,33,18
-France,Paris,Azure,*,107,33,13
-France,*,JAX,*,103,35,19
+France,Strasbourg,*,*,153,34,22
+France,*,TensorFlow / ML,*,152,41,23
+France,*,Kotlin / Android,*,146,46,28
+France,Toulouse,Python,*,146,28,18
+France,*,GCP,*,144,43,26
+France,Lyon,Node.js,*,140,34,16
+France,Toulouse,TypeScript,*,120,22,21
+France,*,React Native,*,119,27,24
+France,*,NLP,*,113,29,21
+France,*,Scaleway,*,113,35,18
+France,Paris,Azure,*,113,33,12
+France,*,JAX,*,112,37,21
+France,*,Flutter / Dart,*,111,31,24
+France,Paris,LLM Inference / Serving,*,110,35,25
+France,*,Swift / iOS,*,103,38,19
 France,Bordeaux,Python,*,101,37,22
-France,Paris,LLM Inference / Serving,*,101,36,25
-France,*,Swift / iOS,*,99,39,19
-France,Paris,React,*,97,48,23
-France,Paris,GenAI Media (Image/Video),*,92,39,18
+France,Paris,Hugging Face,*,100,25,19
+France,*,Reinforcement Learning,*,98,33,20
+France,Paris,GenAI Media (Image/Video),*,98,37,17
+France,*,GraphQL,*,97,43,19
+France,Paris,Angular,*,97,36,21
+France,*,PostgreSQL,*,92,27,21
 France,Nantes,Node.js,*,91,27,18
-France,*,Vue.js,*,90,42,13
-France,*,Reinforcement Learning,*,88,32,18
-France,Toulouse,Node.js,*,80,36,24
+France,Lyon,React,*,83,31,22
+France,*,MongoDB,*,81,26,23
+France,Toulouse,Node.js,*,81,36,23
 France,Nantes,TypeScript,*,79,30,16
-France,Paris,Hugging Face,*,78,24,17
+France,Paris,.NET / C#,*,79,30,22
+France,Paris,TensorFlow / ML,*,79,44,29
 France,Bordeaux,Node.js,*,77,35,18
-France,Paris,.NET / C#,*,77,31,22
+France,*,Ansible,*,76,33,29
 France,Bordeaux,TypeScript,*,76,38,21
-France,Paris,Ruby,*,75,39,16
-France,Paris,TensorFlow / ML,*,75,44,31
-France,*,Flutter / Dart,*,71,30,31
-France,Grenoble,Python,*,70,34,7
+France,Paris,Ruby,*,76,39,16
+France,Paris,Vue.js,*,76,38,17
+France,Grenoble,Python,*,72,33,7
+France,Paris,Docker,*,71,41,24
 France,Lyon,AI Agents,*,70,31,21
 France,Lyon,PHP,*,65,38,11
 France,Lyon,RAG / Retrieval,*,65,28,23
-France,*,GraphQL,*,64,55,19
-France,Paris,GCP,*,63,46,35
-France,Paris,Kotlin / Android,*,61,44,25
-France,Lille,TypeScript,*,60,27,13
+France,Paris,GCP,*,64,45,34
+France,Lille,TypeScript,*,63,25,13
+France,Paris,Kotlin / Android,*,63,46,24
+France,Paris,Reinforcement Learning,*,60,32,20
 France,Montpellier,Python,*,59,27,19
-France,Paris,Scaleway,*,56,38,16
+France,Paris,Scaleway,*,58,40,16
+France,Paris,JAX,*,57,35,25
+France,Paris,NLP,*,57,28,19
+France,*,Prometheus,*,56,34,29
+France,Lille,Node.js,*,55,38,18
+France,Lyon,LLM Engineering,*,55,35,18
 France,*,Scala / Spark,*,54,35,22
-France,Lyon,LLM Engineering,*,54,35,19
-France,*,NLP,*,53,25,26
-France,Lille,Node.js,*,53,40,17
-France,Lille,Python,*,52,29,17
-France,Paris,OVH,*,52,35,19
-France,Lyon,React,*,51,33,25
-France,Paris,Reinforcement Learning,*,51,31,16
-France,Toulouse,PHP,*,50,22,26
-United Kingdom,*,*,*,13095,34,21
-United Kingdom,*,*,Software engineering,8397,34,23
-United Kingdom,London,*,*,6666,35,21
-United Kingdom,*,Python,*,3819,33,19
-United Kingdom,*,*,AI product,3254,35,26
-United Kingdom,*,*,Infrastructure,2724,36,22
-United Kingdom,*,TypeScript,*,2446,33,26
-United Kingdom,London,Python,*,2008,34,19
-United Kingdom,*,Node.js,*,1976,35,23
-United Kingdom,*,*,AI research,1711,34,24
-United Kingdom,*,AI Agents,*,1516,34,27
-United Kingdom,*,RAG / Retrieval,*,1320,36,26
-United Kingdom,*,AWS,*,1286,35,25
-United Kingdom,London,TypeScript,*,1264,35,24
-United Kingdom,*,LLM Engineering,*,1166,34,26
-United Kingdom,London,Node.js,*,1050,34,23
-United Kingdom,London,AI Agents,*,847,33,25
-United Kingdom,*,Java,*,834,35,19
-United Kingdom,*,Kubernetes / DevOps,*,789,36,23
-United Kingdom,*,PyTorch / ML,*,730,37,26
-United Kingdom,*,C++,*,728,39,20
-United Kingdom,London,RAG / Retrieval,*,717,38,25
-United Kingdom,*,Go / Golang,*,692,36,22
-United Kingdom,London,AWS,*,675,35,24
-United Kingdom,London,LLM Engineering,*,628,37,28
-United Kingdom,*,Azure,*,617,33,19
-United Kingdom,*,Terraform,*,612,32,20
-United Kingdom,*,Rust,*,600,38,26
-United Kingdom,Manchester,*,*,596,33,18
-United Kingdom,*,.NET / C#,*,565,29,20
-United Kingdom,*,PHP,*,486,33,34
-United Kingdom,London,Kubernetes / DevOps,*,431,36,25
-United Kingdom,*,Computer Vision,*,424,37,23
-United Kingdom,London,PyTorch / ML,*,416,38,25
-United Kingdom,Edinburgh,*,*,408,35,13
-United Kingdom,London,Go / Golang,*,375,38,21
-United Kingdom,London,Java,*,375,35,21
-United Kingdom,London,C++,*,336,40,21
-United Kingdom,London,Rust,*,331,36,27
-United Kingdom,*,Ruby,*,330,41,20
-United Kingdom,*,GenAI Media (Image/Video),*,319,34,24
-United Kingdom,Bristol,*,*,302,32,13
-United Kingdom,London,Terraform,*,297,34,22
-United Kingdom,London,Azure,*,294,33,21
-United Kingdom,*,*,Data science,262,36,23
-United Kingdom,*,LLM Inference / Serving,*,248,29,27
-United Kingdom,*,Kotlin / Android,*,246,35,20
-United Kingdom,*,Swift / iOS,*,237,41,27
-United Kingdom,London,Computer Vision,*,234,41,24
-United Kingdom,London,.NET / C#,*,229,31,17
-United Kingdom,London,PHP,*,220,33,35
-United Kingdom,Glasgow,*,*,212,36,15
-United Kingdom,*,TensorFlow / ML,*,210,37,30
-United Kingdom,*,GCP,*,204,37,26
-United Kingdom,London,Ruby,*,196,40,22
-United Kingdom,London,GenAI Media (Image/Video),*,180,39,27
-United Kingdom,*,Angular,*,163,38,12
-United Kingdom,Leeds,*,*,162,33,18
-United Kingdom,*,*,Data engineering,160,32,21
-United Kingdom,Manchester,Python,*,159,38,14
-United Kingdom,*,React,*,154,44,15
-United Kingdom,Birmingham,*,*,153,35,24
-United Kingdom,*,Scala / Spark,*,152,27,19
-United Kingdom,Edinburgh,Python,*,144,32,13
-United Kingdom,London,Swift / iOS,*,143,41,27
-United Kingdom,London,Kotlin / Android,*,140,37,21
-United Kingdom,London,TensorFlow / ML,*,137,43,33
-United Kingdom,*,JAX,*,136,38,26
-United Kingdom,London,GCP,*,128,36,28
-United Kingdom,London,LLM Inference / Serving,*,128,30,28
+France,Lille,Python,*,53,28,17
+France,Paris,OVH,*,52,35,21
+France,Bordeaux,React,*,51,35,16
+France,Toulouse,PHP,*,51,22,25
+France,*,Web3,*,50,34,18
+France,Lille,Java,*,50,46,14
+France,Rennes,Python,*,50,30,20
+United Kingdom,*,*,*,13739,34,21
+United Kingdom,*,*,Software engineering,8708,34,24
+United Kingdom,London,*,*,7009,35,21
+United Kingdom,*,Python,*,3984,33,20
+United Kingdom,*,*,AI product,3368,35,26
+United Kingdom,*,*,Infrastructure,2915,35,23
+United Kingdom,*,TypeScript,*,2536,34,26
+United Kingdom,London,Python,*,2094,34,19
+United Kingdom,*,Node.js,*,2025,35,23
+United Kingdom,*,*,AI research,1889,34,24
+United Kingdom,*,AI Agents,*,1576,34,27
+United Kingdom,*,RAG / Retrieval,*,1368,36,26
+United Kingdom,*,AWS,*,1320,35,25
+United Kingdom,London,TypeScript,*,1292,35,24
+United Kingdom,*,LLM Engineering,*,1227,34,26
+United Kingdom,London,Node.js,*,1061,34,23
+United Kingdom,London,AI Agents,*,873,33,25
+United Kingdom,*,Java,*,864,34,19
+United Kingdom,*,Kubernetes / DevOps,*,839,36,23
+United Kingdom,*,PyTorch / ML,*,782,37,26
+United Kingdom,*,C++,*,754,38,20
+United Kingdom,*,Go / Golang,*,733,36,22
+United Kingdom,London,RAG / Retrieval,*,730,38,25
+United Kingdom,*,React,*,717,36,26
+United Kingdom,London,AWS,*,697,35,24
+United Kingdom,London,LLM Engineering,*,655,37,28
+United Kingdom,*,Azure,*,639,33,20
+United Kingdom,*,Rust,*,635,37,25
+United Kingdom,*,Terraform,*,634,32,20
+United Kingdom,Manchester,*,*,607,33,19
+United Kingdom,*,.NET / C#,*,572,29,20
+United Kingdom,*,PHP,*,490,33,33
+United Kingdom,London,Kubernetes / DevOps,*,459,35,24
+United Kingdom,*,Computer Vision,*,456,36,25
+United Kingdom,London,PyTorch / ML,*,444,39,25
+United Kingdom,Edinburgh,*,*,421,35,14
+United Kingdom,London,Go / Golang,*,395,38,21
+United Kingdom,London,Java,*,394,36,21
+United Kingdom,London,React,*,357,41,24
+United Kingdom,London,C++,*,350,40,21
+United Kingdom,London,Rust,*,344,36,26
+United Kingdom,*,GenAI Media (Image/Video),*,337,32,25
+United Kingdom,*,Ruby,*,337,41,20
+United Kingdom,London,Terraform,*,311,33,22
+United Kingdom,Bristol,*,*,308,31,13
+United Kingdom,London,Azure,*,303,34,21
+United Kingdom,*,*,Data engineering,283,32,21
+United Kingdom,*,*,Data science,275,37,23
+United Kingdom,*,LLM Inference / Serving,*,264,29,26
+United Kingdom,London,Computer Vision,*,249,39,25
+United Kingdom,*,Kotlin / Android,*,248,34,20
+United Kingdom,*,Swift / iOS,*,240,41,27
+United Kingdom,*,Docker,*,237,32,26
+United Kingdom,London,.NET / C#,*,233,31,17
+United Kingdom,*,TensorFlow / ML,*,221,38,29
+United Kingdom,London,PHP,*,221,33,34
+United Kingdom,Glasgow,*,*,216,36,16
+United Kingdom,*,GCP,*,215,38,26
+United Kingdom,*,Angular,*,212,34,16
+United Kingdom,London,Ruby,*,200,40,22
+United Kingdom,*,JAX,*,193,37,23
+United Kingdom,London,GenAI Media (Image/Video),*,190,37,28
+United Kingdom,Leeds,*,*,165,34,18
+United Kingdom,Manchester,Python,*,163,39,15
+United Kingdom,*,Scala / Spark,*,154,27,19
+United Kingdom,Birmingham,*,*,154,34,24
+United Kingdom,Edinburgh,Python,*,148,32,14
+United Kingdom,London,TensorFlow / ML,*,147,45,33
+United Kingdom,London,Swift / iOS,*,146,41,27
+United Kingdom,London,Kotlin / Android,*,141,37,21
+United Kingdom,*,Reinforcement Learning,*,140,40,29
+United Kingdom,London,JAX,*,136,36,23
+United Kingdom,London,LLM Inference / Serving,*,136,31,27
+United Kingdom,London,GCP,*,134,36,27
+United Kingdom,*,NLP,*,133,33,29
+United Kingdom,*,Flutter / Dart,*,132,39,31
+United Kingdom,*,Hugging Face,*,123,34,31
 United Kingdom,Bristol,Python,*,119,35,12
-United Kingdom,Sheffield,*,*,115,37,15
-United Kingdom,Newcastle,*,*,110,44,18
-United Kingdom,London,Scala / Spark,*,104,30,20
-United Kingdom,*,Hugging Face,*,101,37,30
-United Kingdom,Manchester,TypeScript,*,99,34,19
-United Kingdom,*,Reinforcement Learning,*,96,45,38
-United Kingdom,*,Flutter / Dart,*,94,39,29
-United Kingdom,London,JAX,*,88,38,27
-United Kingdom,Manchester,Node.js,*,88,32,19
-United Kingdom,London,React,*,85,55,16
-United Kingdom,Belfast,*,*,79,30,11
-United Kingdom,Cardiff,*,*,78,42,32
-United Kingdom,*,NLP,*,76,32,32
-United Kingdom,London,Angular,*,74,45,18
-United Kingdom,Glasgow,Python,*,70,36,17
-United Kingdom,London,Reinforcement Learning,*,66,47,44
-United Kingdom,Edinburgh,Node.js,*,65,35,12
-United Kingdom,London,Hugging Face,*,62,34,26
-United Kingdom,Cambridge,*,*,58,40,19
+United Kingdom,Sheffield,*,*,118,37,14
+United Kingdom,Newcastle,*,*,114,44,18
+United Kingdom,*,React Native,*,111,40,30
+United Kingdom,London,Docker,*,109,34,19
+United Kingdom,London,Reinforcement Learning,*,105,41,31
+United Kingdom,London,Scala / Spark,*,105,30,20
+United Kingdom,*,PostgreSQL,*,100,39,29
+United Kingdom,Manchester,TypeScript,*,100,34,19
+United Kingdom,London,Angular,*,94,40,17
+United Kingdom,Manchester,Node.js,*,89,31,20
+United Kingdom,*,Web3,*,86,42,36
+United Kingdom,London,NLP,*,85,39,28
+United Kingdom,Belfast,*,*,82,32,12
+United Kingdom,Cardiff,*,*,80,41,31
+United Kingdom,London,Hugging Face,*,76,30,25
+United Kingdom,*,MongoDB,*,74,32,23
+United Kingdom,Glasgow,Python,*,71,35,17
+United Kingdom,London,Flutter / Dart,*,70,40,24
+United Kingdom,Edinburgh,Node.js,*,67,37,12
+United Kingdom,*,Haskell,*,66,41,17
+United Kingdom,*,Vue.js,*,66,45,35
+United Kingdom,London,React Native,*,66,50,30
+United Kingdom,*,Kafka,*,65,42,15
+United Kingdom,*,Prometheus,*,63,33,25
+United Kingdom,Manchester,React,*,62,26,16
+United Kingdom,Cambridge,*,*,59,41,19
+United Kingdom,Manchester,AWS,*,59,42,17
 United Kingdom,Edinburgh,TypeScript,*,58,29,14
-United Kingdom,Manchester,AWS,*,58,41,17
-United Kingdom,Manchester,AI Agents,*,55,35,18
-United Kingdom,London,Flutter / Dart,*,54,39,24
+United Kingdom,Manchester,AI Agents,*,57,37,18
+United Kingdom,*,GraphQL,*,56,46,27
+United Kingdom,London,PostgreSQL,*,56,43,29
 United Kingdom,Nottingham,*,*,54,39,17
-United Kingdom,London,NLP,*,51,39,35
-United States,*,*,*,57736,39,22
-United States,*,*,Software engineering,33393,40,24
-United States,*,Python,*,19562,37,21
-United States,*,*,AI product,18729,39,25
-United States,*,*,Infrastructure,11482,40,22
-United States,*,TypeScript,*,11208,38,26
-United States,*,*,AI research,9510,40,23
-United States,*,AI Agents,*,9401,39,26
-United States,San Francisco,*,*,9252,40,21
-United States,*,Node.js,*,9251,39,24
-United States,*,LLM Engineering,*,7430,39,27
-United States,*,RAG / Retrieval,*,6914,41,26
-United States,*,AWS,*,5816,40,25
-United States,New York,*,*,5424,36,21
-United States,*,PyTorch / ML,*,4342,41,22
-United States,Seattle,*,*,4308,39,18
-United States,San Francisco,Python,*,3540,39,21
-United States,*,C++,*,3395,42,18
-United States,*,Go / Golang,*,3207,42,20
-United States,*,Kubernetes / DevOps,*,2956,42,22
-United States,Boston,*,*,2727,40,19
-United States,*,Rust,*,2697,44,25
-United States,*,Java,*,2696,41,22
-United States,*,Azure,*,2543,38,20
-United States,*,Computer Vision,*,2414,37,23
-United States,Los Angeles,*,*,2178,39,21
-United States,New York,Python,*,1974,35,22
-United States,*,LLM Inference / Serving,*,1897,40,26
-United States,*,.NET / C#,*,1861,38,22
-United States,San Francisco,TypeScript,*,1855,38,25
-United States,*,Terraform,*,1793,40,24
-United States,Chicago,*,*,1688,38,21
-United States,San Francisco,AI Agents,*,1679,38,24
-United States,Austin,*,*,1643,40,22
-United States,*,Ruby,*,1613,47,22
-United States,Denver,*,*,1598,39,21
-United States,San Francisco,LLM Engineering,*,1528,39,24
-United States,San Francisco,Node.js,*,1491,43,24
-United States,*,GenAI Media (Image/Video),*,1307,43,22
-United States,Seattle,Python,*,1287,39,18
-United States,Atlanta,*,*,1277,36,22
-United States,*,GCP,*,1180,39,24
-United States,*,Swift / iOS,*,1178,43,24
-United States,Portland,*,*,1170,44,22
-United States,Boston,Python,*,1163,38,17
-United States,New York,TypeScript,*,1152,33,26
-United States,San Francisco,RAG / Retrieval,*,1131,42,27
-United States,*,PHP,*,1084,43,28
-United States,San Francisco,PyTorch / ML,*,1078,43,20
-United States,*,*,Data science,1076,41,20
-United States,New York,Node.js,*,1042,38,21
-United States,Washington,*,*,991,38,23
-United States,San Francisco,AWS,*,914,38,23
-United States,New York,AI Agents,*,896,37,26
-United States,*,TensorFlow / ML,*,893,46,28
-United States,Dallas,*,*,859,39,26
-United States,San Diego,*,*,826,39,19
-United States,Philadelphia,*,*,778,41,23
-United States,Seattle,TypeScript,*,773,39,22
-United States,New York,LLM Engineering,*,729,37,26
-United States,Los Angeles,Python,*,724,37,19
-United States,*,*,Data engineering,718,39,26
-United States,Seattle,AWS,*,688,41,17
-United States,Seattle,AI Agents,*,663,41,22
-United States,San Francisco,C++,*,641,44,16
-United States,New York,RAG / Retrieval,*,627,38,24
-United States,Seattle,Node.js,*,619,40,21
-United States,Chicago,Python,*,605,36,19
-United States,Raleigh,*,*,592,46,20
-United States,*,Hugging Face,*,580,37,26
-United States,Phoenix,*,*,578,42,27
-United States,Minneapolis,*,*,568,41,20
-United States,Pittsburgh,*,*,568,36,16
-United States,*,Reinforcement Learning,*,553,40,25
-United States,Seattle,Azure,*,545,36,12
-United States,New York,AWS,*,523,36,28
-United States,Houston,*,*,512,39,28
-United States,Detroit,*,*,506,41,21
-United States,San Francisco,Go / Golang,*,505,46,20
-United States,Denver,Python,*,504,36,20
-United States,Austin,Python,*,500,40,24
-United States,*,JAX,*,498,48,25
-United States,Miami,*,*,495,37,29
-United States,Seattle,LLM Engineering,*,487,40,23
-United States,*,NLP,*,486,35,30
-United States,Seattle,RAG / Retrieval,*,486,44,24
-United States,*,React,*,478,44,23
-United States,San Francisco,Rust,*,476,46,24
-United States,Los Angeles,TypeScript,*,468,39,24
-United States,San Francisco,Kubernetes / DevOps,*,467,41,19
-United States,*,Kotlin / Android,*,465,40,22
-United States,San Francisco,LLM Inference / Serving,*,463,38,23
-United States,Salt Lake City,*,*,462,42,23
-United States,Atlanta,Python,*,441,34,19
-United States,New York,PyTorch / ML,*,434,37,20
-United States,San Francisco,Computer Vision,*,428,40,22
-United States,Boston,AI Agents,*,426,43,22
-United States,Boston,TypeScript,*,425,39,24
-United States,Orlando,*,*,421,37,23
-United States,*,Angular,*,420,38,15
-United States,Boston,Node.js,*,406,40,21
-United States,Washington,Python,*,401,38,23
-United States,San Francisco,Java,*,394,49,22
-United States,Los Angeles,Node.js,*,389,39,22
-United States,New York,Go / Golang,*,364,38,21
-United States,Los Angeles,AI Agents,*,361,37,23
-United States,Boston,LLM Engineering,*,360,37,22
-United States,Charlotte,*,*,359,39,26
-United States,Seattle,.NET / C#,*,352,37,12
-United States,San Diego,Python,*,343,38,20
-United States,*,Scala / Spark,*,335,41,19
-United States,Boston,RAG / Retrieval,*,334,42,27
-United States,Seattle,PyTorch / ML,*,333,40,19
-United States,Indianapolis,*,*,329,45,22
-United States,Nashville,*,*,323,38,22
-United States,Seattle,Go / Golang,*,318,44,12
-United States,Austin,TypeScript,*,306,42,29
-United States,Chicago,Node.js,*,298,38,24
-United States,Portland,Python,*,298,40,20
-United States,Austin,Node.js,*,293,40,23
-United States,Chicago,TypeScript,*,293,36,23
-United States,Baltimore,*,*,288,41,21
-United States,Seattle,Kubernetes / DevOps,*,283,42,17
-United States,Tampa,*,*,283,41,27
-United States,Boston,AWS,*,282,44,24
-United States,Philadelphia,Python,*,282,40,18
-United States,Los Angeles,LLM Engineering,*,281,40,26
-United States,San Francisco,Swift / iOS,*,279,47,24
-United States,Seattle,Rust,*,279,41,22
-United States,Denver,TypeScript,*,278,42,24
-United States,San Francisco,TensorFlow / ML,*,275,47,25
-United States,Austin,AI Agents,*,274,35,29
-United States,Seattle,C++,*,274,40,16
-United States,Los Angeles,RAG / Retrieval,*,268,42,24
-United States,Dallas,Python,*,267,36,27
-United States,Columbus,*,*,266,40,24
-United States,*,Flutter / Dart,*,263,42,28
-United States,New York,Rust,*,261,42,20
-United States,Kansas City,*,*,260,44,16
-United States,New York,Kubernetes / DevOps,*,257,40,28
-United States,Portland,Node.js,*,251,44,25
-United States,Denver,Node.js,*,248,38,26
-United States,San Francisco,Azure,*,248,43,23
-United States,New York,Computer Vision,*,247,35,20
-United States,San Francisco,Terraform,*,246,40,22
-United States,Madison,*,*,245,42,21
-United States,Pittsburgh,Python,*,245,36,14
-United States,Chicago,AI Agents,*,243,43,30
-United States,San Francisco,Ruby,*,243,47,20
-United States,Denver,AI Agents,*,240,45,26
-United States,"Washington, D.C.",*,*,239,40,16
-United States,San Francisco,GenAI Media (Image/Video),*,232,42,22
-United States,San Francisco,GCP,*,231,37,19
-United States,New York,C++,*,228,40,18
-United States,Seattle,Java,*,228,41,20
-United States,Boston,PyTorch / ML,*,220,43,20
-United States,Portland,TypeScript,*,220,40,30
-United States,Atlanta,TypeScript,*,218,40,28
-United States,Los Angeles,AWS,*,211,39,26
-United States,New York,Java,*,208,36,25
-United States,Atlanta,Node.js,*,205,40,26
-United States,Chicago,RAG / Retrieval,*,196,41,26
-United States,Dallas,TypeScript,*,195,42,31
-United States,Houston,Python,*,195,39,27
-United States,Austin,LLM Engineering,*,193,45,32
-United States,Austin,RAG / Retrieval,*,193,39,28
-United States,Chicago,LLM Engineering,*,190,35,30
-United States,Phoenix,Python,*,190,44,23
-United States,Raleigh,Python,*,190,43,15
-United States,Cleveland,*,*,184,43,17
-United States,St. Louis,*,*,182,41,19
-United States,Dallas,AI Agents,*,180,34,31
-United States,Las Vegas,*,*,177,39,31
-United States,Austin,AWS,*,176,41,30
-United States,Denver,RAG / Retrieval,*,176,47,25
-United States,Washington,AI Agents,*,173,41,25
-United States,Denver,AWS,*,172,45,22
-United States,Portland,AI Agents,*,172,45,30
-United States,Atlanta,AI Agents,*,171,46,26
-United States,New York,Azure,*,170,35,25
-United States,New York,LLM Inference / Serving,*,170,34,28
-United States,Washington,TypeScript,*,168,43,29
-United States,Detroit,Python,*,166,36,17
-United States,*,GraphQL,*,164,51,20
-United States,Denver,LLM Engineering,*,161,41,35
-United States,Los Angeles,PyTorch / ML,*,161,43,25
-United States,New York,Terraform,*,161,36,17
-United States,Atlanta,LLM Engineering,*,157,42,28
-United States,Seattle,Computer Vision,*,156,37,15
-United States,New York,GCP,*,154,34,27
-United States,San Diego,Node.js,*,153,37,26
-United States,Minneapolis,Python,*,152,39,18
-United States,Boston,Java,*,151,38,18
-United States,Chicago,AWS,*,151,34,28
-United States,Miami,Python,*,151,33,26
-United States,Boston,C++,*,149,48,13
-United States,Washington,Node.js,*,149,40,28
-United States,Sacramento,*,*,148,39,26
-United States,Seattle,Terraform,*,148,47,18
-United States,Philadelphia,TypeScript,*,147,40,28
-United States,Seattle,GCP,*,147,46,17
-United States,Cincinnati,*,*,146,36,26
-United States,New York,Swift / iOS,*,144,40,22
+United Kingdom,*,Ansible,*,52,35,19
+United Kingdom,*,Clojure,*,52,46,21
+United States,*,*,*,60284,39,22
+United States,*,*,Software engineering,34581,40,24
+United States,*,Python,*,20306,37,21
+United States,*,*,AI product,19148,39,25
+United States,*,*,Infrastructure,12317,40,22
+United States,*,TypeScript,*,11572,38,27
+United States,*,*,AI research,10240,40,24
+United States,San Francisco,*,*,9844,40,21
+United States,*,AI Agents,*,9639,39,26
+United States,*,Node.js,*,9481,39,24
+United States,*,LLM Engineering,*,7711,39,27
+United States,*,RAG / Retrieval,*,7049,41,27
+United States,*,AWS,*,5926,40,25
+United States,New York,*,*,5709,36,22
+United States,*,PyTorch / ML,*,4564,41,23
+United States,Seattle,*,*,4556,39,18
+United States,San Francisco,Python,*,3721,39,22
+United States,*,C++,*,3524,42,18
+United States,*,Go / Golang,*,3367,42,20
+United States,*,Kubernetes / DevOps,*,3125,42,22
+United States,*,Rust,*,2862,44,25
+United States,*,Java,*,2834,41,21
+United States,Boston,*,*,2831,40,19
+United States,*,Azure,*,2678,38,19
+United States,*,Computer Vision,*,2570,37,23
+United States,Los Angeles,*,*,2257,38,21
+United States,*,LLM Inference / Serving,*,2094,40,25
+United States,New York,Python,*,2056,35,22
+United States,*,React,*,2054,41,28
+United States,San Francisco,TypeScript,*,1918,39,25
+United States,*,.NET / C#,*,1903,38,22
+United States,*,Terraform,*,1843,40,24
+United States,Chicago,*,*,1746,38,20
+United States,San Francisco,AI Agents,*,1730,38,24
+United States,Austin,*,*,1711,40,22
+United States,*,Ruby,*,1656,47,22
+United States,Denver,*,*,1656,39,21
+United States,San Francisco,LLM Engineering,*,1612,39,24
+United States,San Francisco,Node.js,*,1536,43,24
+United States,*,*,Data engineering,1414,36,20
+United States,*,GenAI Media (Image/Video),*,1379,43,23
+United States,Seattle,Python,*,1357,39,19
+United States,Atlanta,*,*,1316,37,22
+United States,Portland,*,*,1227,44,21
+United States,*,GCP,*,1224,39,24
+United States,*,Swift / iOS,*,1210,43,25
+United States,Boston,Python,*,1191,38,18
+United States,New York,TypeScript,*,1185,33,25
+United States,San Francisco,RAG / Retrieval,*,1168,42,27
+United States,San Francisco,PyTorch / ML,*,1145,44,21
+United States,*,*,Data science,1107,41,20
+United States,*,PHP,*,1095,43,28
+United States,New York,Node.js,*,1075,38,22
+United States,Washington,*,*,1024,38,23
+United States,*,TensorFlow / ML,*,950,46,29
+United States,San Francisco,AWS,*,927,38,24
+United States,New York,AI Agents,*,917,36,27
+United States,Dallas,*,*,885,39,26
+United States,San Diego,*,*,858,39,19
+United States,*,NLP,*,806,37,27
+United States,Philadelphia,*,*,803,41,23
+United States,Seattle,TypeScript,*,798,39,22
+United States,New York,LLM Engineering,*,756,37,26
+United States,*,Docker,*,753,42,23
+United States,Los Angeles,Python,*,750,37,19
+United States,*,Hugging Face,*,713,39,27
+United States,Seattle,AWS,*,700,41,17
+United States,Seattle,AI Agents,*,677,41,22
+United States,San Francisco,C++,*,675,45,17
+United States,*,Reinforcement Learning,*,671,41,26
+United States,*,Angular,*,664,39,21
+United States,New York,RAG / Retrieval,*,642,38,24
+United States,Seattle,Node.js,*,638,41,21
+United States,Raleigh,*,*,619,46,19
+United States,Seattle,Azure,*,616,35,11
+United States,Chicago,Python,*,612,36,19
+United States,*,JAX,*,601,47,25
+United States,Pittsburgh,*,*,593,36,16
+United States,Phoenix,*,*,592,42,27
+United States,Minneapolis,*,*,587,40,19
+United States,San Francisco,Go / Golang,*,537,46,21
+United States,New York,AWS,*,534,36,28
+United States,San Francisco,LLM Inference / Serving,*,530,39,21
+United States,Houston,*,*,527,39,27
+United States,Austin,Python,*,517,39,24
+United States,Detroit,*,*,516,40,21
+United States,Denver,Python,*,513,37,20
+United States,San Francisco,Rust,*,510,46,24
+United States,Seattle,LLM Engineering,*,509,40,23
+United States,Miami,*,*,507,37,29
+United States,San Francisco,Kubernetes / DevOps,*,496,41,19
+United States,Seattle,RAG / Retrieval,*,495,44,24
+United States,Los Angeles,TypeScript,*,481,38,24
+United States,*,Kotlin / Android,*,477,40,22
+United States,Salt Lake City,*,*,475,43,23
+United States,San Francisco,Computer Vision,*,468,40,22
+United States,New York,PyTorch / ML,*,463,38,21
+United States,Atlanta,Python,*,458,34,20
+United States,San Francisco,Java,*,441,49,21
+United States,Boston,AI Agents,*,435,43,23
+United States,Boston,TypeScript,*,435,39,25
+United States,Orlando,*,*,425,37,23
+United States,Boston,Node.js,*,413,40,22
+United States,Washington,Python,*,407,38,22
+United States,Los Angeles,Node.js,*,395,38,22
+United States,New York,Go / Golang,*,372,37,21
+United States,Boston,LLM Engineering,*,371,37,23
+United States,Charlotte,*,*,369,38,26
+United States,Los Angeles,AI Agents,*,366,36,23
+United States,Seattle,.NET / C#,*,365,37,13
+United States,San Diego,Python,*,355,38,20
+United States,Seattle,PyTorch / ML,*,349,41,19
+United States,*,Scala / Spark,*,343,41,19
+United States,Boston,RAG / Retrieval,*,342,42,27
+United States,Indianapolis,*,*,342,45,22
+United States,Nashville,*,*,332,39,21
+United States,*,PostgreSQL,*,329,36,27
+United States,*,Flutter / Dart,*,328,41,30
+United States,Seattle,Go / Golang,*,327,43,12
+United States,Austin,TypeScript,*,319,43,29
+United States,Portland,Python,*,309,40,19
+United States,San Francisco,TensorFlow / ML,*,303,47,27
+United States,*,GraphQL,*,301,46,26
+United States,Chicago,Node.js,*,300,38,24
+United States,Chicago,TypeScript,*,299,35,23
+United States,Austin,Node.js,*,298,40,23
+United States,Baltimore,*,*,297,41,21
+United States,*,MongoDB,*,296,43,16
+United States,Seattle,Kubernetes / DevOps,*,294,42,17
+United States,*,React Native,*,291,38,24
+United States,Seattle,C++,*,291,39,15
+United States,Seattle,Rust,*,290,41,22
+United States,Tampa,*,*,288,41,27
+United States,Philadelphia,Python,*,287,41,19
+United States,San Francisco,Swift / iOS,*,287,47,24
+United States,Denver,TypeScript,*,285,42,24
+United States,Boston,AWS,*,284,44,24
+United States,Los Angeles,LLM Engineering,*,284,40,26
+United States,Austin,AI Agents,*,281,36,29
+United States,New York,Rust,*,278,41,20
+United States,Dallas,Python,*,277,35,28
+United States,Columbus,*,*,275,39,24
+United States,Los Angeles,RAG / Retrieval,*,272,42,25
+United States,*,Ansible,*,269,41,20
+United States,Kansas City,*,*,266,45,17
+United States,New York,Kubernetes / DevOps,*,264,41,27
+United States,New York,Computer Vision,*,262,37,22
+United States,San Francisco,Azure,*,257,43,23
+United States,Portland,Node.js,*,256,44,25
+United States,San Francisco,GenAI Media (Image/Video),*,256,43,24
+United States,Denver,Node.js,*,255,38,26
+United States,Pittsburgh,Python,*,255,36,14
+United States,San Francisco,Terraform,*,254,41,22
+United States,San Francisco,React,*,251,43,28
+United States,San Francisco,Ruby,*,249,47,20
+United States,Chicago,AI Agents,*,248,43,30
+United States,Madison,*,*,248,42,21
+United States,Seattle,Java,*,248,42,19
+United States,Denver,AI Agents,*,245,45,26
+United States,"Washington, D.C.",*,*,245,40,16
+United States,New York,C++,*,241,39,18
+United States,San Francisco,GCP,*,236,36,19
+United States,*,Elasticsearch,*,232,38,17
+United States,*,Web3,*,232,38,27
+United States,Boston,PyTorch / ML,*,228,42,21
+United States,Portland,TypeScript,*,223,40,30
+United States,Atlanta,TypeScript,*,222,41,28
+United States,New York,Java,*,215,36,25
+United States,Los Angeles,AWS,*,214,39,26
+United States,*,Kafka,*,213,39,17
+United States,Atlanta,Node.js,*,210,40,26
+United States,*,Databricks,*,207,33,16
+United States,Chicago,RAG / Retrieval,*,200,42,26
+United States,Dallas,TypeScript,*,200,43,32
+United States,Houston,Python,*,200,40,26
+United States,Austin,RAG / Retrieval,*,198,39,29
+United States,New York,LLM Inference / Serving,*,197,36,26
+United States,San Francisco,Reinforcement Learning,*,197,43,26
+United States,*,Elixir,*,196,46,28
+United States,Austin,LLM Engineering,*,195,44,32
+United States,Chicago,LLM Engineering,*,195,35,29
+United States,Phoenix,Python,*,194,44,23
+United States,*,Clojure,*,193,49,21
+United States,Raleigh,Python,*,193,43,16
+United States,San Francisco,NLP,*,189,35,37
+United States,St. Louis,*,*,189,40,19
+United States,Cleveland,*,*,188,43,18
+United States,*,Haskell,*,187,53,26
+United States,Austin,AWS,*,183,41,29
+United States,Dallas,AI Agents,*,183,35,31
+United States,Las Vegas,*,*,182,40,31
+United States,New York,React,*,178,42,32
+United States,Denver,RAG / Retrieval,*,177,47,25
+United States,Atlanta,AI Agents,*,176,46,27
+United States,Denver,AWS,*,176,45,22
+United States,Portland,AI Agents,*,176,44,30
+United States,Washington,AI Agents,*,176,41,26
+United States,Washington,TypeScript,*,176,44,30
+United States,San Francisco,Hugging Face,*,175,37,26
+United States,*,Snowflake,*,174,33,11
+United States,New York,Azure,*,174,34,24
+United States,Detroit,Python,*,173,35,18
+United States,*,dbt,*,170,29,15
+United States,Denver,LLM Engineering,*,168,40,35
+United States,Los Angeles,PyTorch / ML,*,166,43,25
+United States,New York,Terraform,*,164,36,18
+United States,Seattle,Computer Vision,*,163,36,16
+United States,New York,GCP,*,161,35,26
+United States,Atlanta,LLM Engineering,*,160,42,29
+United States,Miami,Python,*,158,35,25
+United States,*,Solidity,*,157,35,29
+United States,Boston,Java,*,156,39,18
+United States,San Diego,Node.js,*,156,37,26
+United States,Minneapolis,Python,*,155,39,18
+United States,Sacramento,*,*,155,39,25
+United States,Washington,Node.js,*,155,40,28
+United States,Chicago,AWS,*,154,34,27
+United States,*,Prometheus,*,153,50,26
+United States,Boston,C++,*,153,48,13
+United States,Boston,Computer Vision,*,152,38,20
+United States,San Francisco,JAX,*,152,44,25
+United States,Seattle,GCP,*,152,45,16
+United States,Cincinnati,*,*,151,36,26
+United States,New York,Swift / iOS,*,151,40,23
+United States,Philadelphia,TypeScript,*,151,40,28
+United States,Seattle,Terraform,*,150,46,19
+United States,*,Bitcoin,*,148,45,24
+United States,San Antonio,*,*,148,42,26
+United States,Durham,*,*,147,37,14
+United States,Seattle,Ruby,*,147,48,18
+United States,Seattle,React,*,146,40,19
+United States,*,Redis,*,145,43,25
+United States,Atlanta,RAG / Retrieval,*,144,42,27
+United States,New York,Ruby,*,144,42,24
 United States,Portland,RAG / Retrieval,*,144,51,22
-United States,San Antonio,*,*,144,42,26
-United States,San Francisco,Reinforcement Learning,*,144,40,24
-United States,Seattle,Ruby,*,144,47,19
-United States,Atlanta,RAG / Retrieval,*,143,43,27
-United States,New York,Ruby,*,141,41,23
-United States,Atlanta,AWS,*,140,32,20
-United States,Boston,Computer Vision,*,140,40,20
-United States,San Diego,TypeScript,*,140,41,25
-United States,Miami,TypeScript,*,139,37,31
-United States,Richmond,*,*,139,47,23
-United States,Milwaukee,*,*,138,45,28
-United States,Phoenix,TypeScript,*,137,45,33
-United States,*,MongoDB,*,136,46,10
+United States,Richmond,*,*,144,48,23
+United States,Atlanta,AWS,*,143,32,20
+United States,Miami,TypeScript,*,143,38,30
+United States,Milwaukee,*,*,143,45,29
+United States,San Diego,TypeScript,*,143,42,25
+United States,Phoenix,TypeScript,*,141,45,32
+United States,San Diego,AI Agents,*,140,34,29
+United States,Boston,Kubernetes / DevOps,*,138,41,20
+United States,Salt Lake City,Python,*,138,41,22
+United States,Washington,AWS,*,138,46,24
+United States,San Diego,LLM Engineering,*,137,34,19
 United States,Dallas,Node.js,*,136,34,24
-United States,San Diego,LLM Engineering,*,136,33,19
-United States,Durham,*,*,135,39,14
-United States,Washington,AWS,*,135,47,23
-United States,San Diego,AI Agents,*,134,34,29
-United States,San Francisco,Hugging Face,*,134,31,22
-United States,Boston,Kubernetes / DevOps,*,133,41,19
-United States,Los Angeles,C++,*,131,38,16
-United States,Portland,LLM Engineering,*,131,51,30
-United States,Salt Lake City,Python,*,130,42,22
-United States,Austin,PyTorch / ML,*,127,43,22
-United States,Indianapolis,Python,*,126,46,21
-United States,Los Angeles,Go / Golang,*,126,39,23
-United States,Washington,RAG / Retrieval,*,126,36,20
-United States,Baltimore,Python,*,125,38,17
-United States,Washington,LLM Engineering,*,125,45,30
-United States,Dallas,LLM Engineering,*,123,41,32
-United States,Orlando,Python,*,122,33,19
-United States,Philadelphia,Node.js,*,122,37,23
-United States,Dallas,RAG / Retrieval,*,120,37,30
-United States,Rochester,*,*,120,42,23
-United States,Phoenix,AI Agents,*,119,36,33
-United States,Boston,Go / Golang,*,118,40,19
-United States,Miami,AI Agents,*,116,32,31
-United States,Salt Lake City,TypeScript,*,116,42,26
-United States,San Francisco,Scala / Spark,*,116,45,17
-United States,Austin,C++,*,114,42,20
-United States,Boise,*,*,114,45,18
-United States,Boston,Rust,*,114,50,28
-United States,Denver,Go / Golang,*,114,39,25
-United States,San Francisco,NLP,*,114,31,40
-United States,Austin,Java,*,113,36,22
-United States,New York,GenAI Media (Image/Video),*,113,34,17
-United States,Denver,PyTorch / ML,*,110,43,20
-United States,San Francisco,JAX,*,110,45,23
-United States,Nashville,Python,*,109,39,18
-United States,Chicago,PyTorch / ML,*,108,39,20
-United States,Houston,TypeScript,*,108,41,35
-United States,Seattle,LLM Inference / Serving,*,107,42,18
-United States,Honolulu,*,*,106,41,15
-United States,Philadelphia,AI Agents,*,106,37,21
-United States,*,PostgreSQL,*,105,41,18
-United States,Austin,Go / Golang,*,104,35,17
-United States,Grand Rapids,*,*,104,48,20
-United States,Boston,Azure,*,103,40,19
+United States,Portland,LLM Engineering,*,134,51,30
+United States,*,Helm,*,133,48,19
+United States,Indianapolis,Python,*,133,45,21
+United States,Los Angeles,C++,*,133,38,15
+United States,San Francisco,Docker,*,133,43,14
+United States,Austin,PyTorch / ML,*,131,44,21
+United States,Los Angeles,Go / Golang,*,129,39,23
+United States,Baltimore,Python,*,128,38,19
+United States,Washington,RAG / Retrieval,*,128,35,20
+United States,Dallas,LLM Engineering,*,126,41,32
+United States,Washington,LLM Engineering,*,126,45,30
+United States,*,Vue.js,*,125,49,34
+United States,Dallas,RAG / Retrieval,*,124,38,29
+United States,Orlando,Python,*,124,33,19
+United States,Rochester,*,*,124,41,23
+United States,New York,GenAI Media (Image/Video),*,123,33,15
+United States,Philadelphia,Node.js,*,123,37,24
+United States,Austin,C++,*,122,42,20
+United States,Boston,Go / Golang,*,122,40,20
+United States,Salt Lake City,TypeScript,*,122,42,25
+United States,Seattle,LLM Inference / Serving,*,122,44,16
+United States,Boston,Rust,*,121,48,28
+United States,Phoenix,AI Agents,*,120,36,33
+United States,San Francisco,Scala / Spark,*,120,44,17
+United States,Miami,AI Agents,*,118,33,31
+United States,Austin,Java,*,117,36,22
+United States,Denver,Go / Golang,*,117,40,25
+United States,Boise,*,*,116,46,17
+United States,Denver,PyTorch / ML,*,116,42,21
+United States,Denver,React,*,115,39,20
+United States,Nashville,Python,*,112,41,18
+United States,Honolulu,*,*,111,39,14
+United States,New York,NLP,*,111,40,28
+United States,*,Ethereum,*,110,36,24
+United States,Chicago,PyTorch / ML,*,110,40,20
+United States,Houston,TypeScript,*,109,39,36
+United States,Philadelphia,AI Agents,*,109,36,23
+United States,Boston,Azure,*,108,41,19
+United States,Austin,Go / Golang,*,107,35,18
+United States,Grand Rapids,*,*,105,48,20
+United States,*,Spark,*,104,46,22
+United States,Orlando,TypeScript,*,104,39,30
 United States,Detroit,TypeScript,*,103,39,30
-United States,Orlando,TypeScript,*,102,40,28
+United States,Los Angeles,Computer Vision,*,103,35,33
+United States,Madison,Python,*,103,38,18
 United States,Raleigh,AI Agents,*,102,48,22
-United States,Los Angeles,Computer Vision,*,100,35,32
+United States,Boston,LLM Inference / Serving,*,101,34,22
+United States,Chicago,C++,*,101,41,19
+United States,Jacksonville,*,*,100,40,26
+United States,Oklahoma City,*,*,100,54,29
+United States,Portland,AWS,*,100,49,22
+United States,Atlanta,React,*,99,37,28
 United States,Dallas,AWS,*,99,40,35
-United States,Oklahoma City,*,*,99,54,28
-United States,Portland,AWS,*,99,49,22
-United States,Chicago,C++,*,98,40,17
-United States,Des Moines,*,*,98,36,30
-United States,Madison,Python,*,98,37,16
+United States,Raleigh,TypeScript,*,99,49,24
+United States,Des Moines,*,*,98,38,30
+United States,New York,TensorFlow / ML,*,98,52,29
+United States,Austin,Kubernetes / DevOps,*,97,42,23
+United States,Minneapolis,Node.js,*,97,37,25
+United States,Portland,React,*,97,45,30
+United States,Portland,Ruby,*,97,44,23
 United States,"Washington, D.C.",Python,*,97,40,19
-United States,Jacksonville,*,*,96,40,25
-United States,Raleigh,TypeScript,*,96,49,25
-United States,New York,TensorFlow / ML,*,95,52,28
-United States,Boston,LLM Inference / Serving,*,94,33,19
-United States,Portland,Ruby,*,94,45,22
-United States,San Francisco,React,*,94,49,18
-United States,Minneapolis,Node.js,*,93,37,26
-United States,Phoenix,RAG / Retrieval,*,93,45,32
-United States,San Diego,RAG / Retrieval,*,93,49,32
-United States,Los Angeles,Kubernetes / DevOps,*,92,39,24
+United States,Los Angeles,Kubernetes / DevOps,*,96,41,24
+United States,Boston,Terraform,*,94,44,29
+United States,Denver,Rust,*,94,52,30
+United States,Phoenix,RAG / Retrieval,*,94,44,32
+United States,San Diego,RAG / Retrieval,*,94,50,32
+United States,New Orleans,*,*,93,35,24
+United States,Pittsburgh,LLM Engineering,*,93,42,16
+United States,Pittsburgh,TypeScript,*,93,34,26
+United States,Minneapolis,TypeScript,*,92,45,22
+United States,New York,Hugging Face,*,92,26,23
+United States,Portland,C++,*,92,49,14
+United States,Raleigh,Node.js,*,92,42,24
+United States,Charlotte,Python,*,91,41,22
+United States,Denver,Kubernetes / DevOps,*,91,41,19
+United States,Houston,LLM Engineering,*,91,35,34
 United States,Los Angeles,Java,*,91,41,19
 United States,Phoenix,Node.js,*,91,46,32
-United States,Raleigh,Node.js,*,91,43,24
-United States,Boston,Terraform,*,90,46,28
-United States,Denver,Rust,*,90,51,28
-United States,Minneapolis,TypeScript,*,90,44,22
-United States,New Orleans,*,*,90,36,22
-United States,Portland,C++,*,90,49,13
-United States,Austin,Kubernetes / DevOps,*,89,42,22
-United States,Charlotte,Python,*,89,42,21
-United States,Pittsburgh,TypeScript,*,89,33,25
-United States,Salt Lake City,AI Agents,*,89,43,31
-United States,Houston,LLM Engineering,*,88,36,35
-United States,Louisville,*,*,88,47,25
-United States,Philadelphia,RAG / Retrieval,*,88,47,19
+United States,*,Solana,*,89,29,26
+United States,Louisville,*,*,89,46,25
+United States,Philadelphia,RAG / Retrieval,*,89,46,19
+United States,Salt Lake City,AI Agents,*,89,42,31
+United States,Charlotte,TypeScript,*,88,41,32
+United States,Denver,Java,*,88,41,16
 United States,Denver,C++,*,86,43,19
-United States,Denver,Kubernetes / DevOps,*,85,39,19
-United States,Pittsburgh,LLM Engineering,*,85,40,16
-United States,Birmingham,*,*,84,42,19
-United States,Denver,Java,*,84,40,17
-United States,Phoenix,LLM Engineering,*,84,46,32
-United States,Raleigh,RAG / Retrieval,*,84,45,25
-United States,Washington DC,*,*,84,45,18
-United States,Charlotte,TypeScript,*,83,40,30
-United States,Houston,AI Agents,*,83,40,37
-United States,Columbus,Python,*,81,37,21
-United States,San Francisco,.NET / C#,*,81,41,26
-United States,New York,Hugging Face,*,79,28,25
-United States,San Diego,AWS,*,79,44,23
-United States,Atlanta,Java,*,78,29,12
-United States,Austin,Rust,*,78,42,24
-United States,Houston,Node.js,*,78,42,28
-United States,New York,.NET / C#,*,78,31,21
+United States,Birmingham,*,*,85,42,19
+United States,Phoenix,LLM Engineering,*,85,46,33
+United States,Raleigh,RAG / Retrieval,*,85,45,26
+United States,Washington DC,*,*,85,45,18
+United States,San Francisco,Databricks,*,84,27,13
+United States,Austin,Rust,*,83,43,25
+United States,Columbus,Python,*,83,36,20
+United States,Houston,AI Agents,*,83,39,37
+United States,New York,Reinforcement Learning,*,83,34,34
+United States,San Francisco,.NET / C#,*,83,42,25
+United States,Austin,Computer Vision,*,81,21,7
+United States,New York,MongoDB,*,81,38,16
+United States,Portland,Go / Golang,*,81,44,17
+United States,San Diego,AWS,*,81,43,22
+United States,Atlanta,Java,*,80,31,11
+United States,Atlanta,PyTorch / ML,*,80,34,22
+United States,Austin,Ruby,*,80,41,25
+United States,Chicago,Kubernetes / DevOps,*,80,40,18
+United States,New York,.NET / C#,*,80,30,20
+United States,Salt Lake City,Node.js,*,80,49,21
+United States,Charleston,*,*,79,46,25
+United States,Chicago,React,*,79,24,23
+United States,Chicago,Rust,*,79,46,27
+United States,Houston,Node.js,*,79,42,28
+United States,Los Angeles,LLM Inference / Serving,*,79,43,24
+United States,Philadelphia,LLM Engineering,*,79,39,24
+United States,*,Airflow,*,78,35,27
+United States,Atlanta,Computer Vision,*,78,23,19
+United States,Boston,React,*,78,37,37
+United States,Chicago,Go / Golang,*,78,49,29
 United States,Philadelphia,AWS,*,78,36,22
-United States,Chicago,Go / Golang,*,77,48,30
-United States,Chicago,Kubernetes / DevOps,*,77,40,18
-United States,Houston,RAG / Retrieval,*,77,36,29
-United States,Philadelphia,LLM Engineering,*,77,39,25
-United States,Portland,Go / Golang,*,77,43,17
-United States,Salt Lake City,Node.js,*,77,48,21
-United States,Atlanta,PyTorch / ML,*,76,36,20
-United States,Dallas,Azure,*,76,29,25
-United States,Charleston,*,*,75,45,27
-United States,Chicago,Rust,*,75,45,27
-United States,Los Angeles,LLM Inference / Serving,*,75,44,25
-United States,Miami,Node.js,*,75,40,29
-United States,Austin,Ruby,*,74,42,24
-United States,Charlottesville,*,*,74,41,11
-United States,Seattle,GenAI Media (Image/Video),*,74,34,16
-United States,Albuquerque,*,*,73,49,22
-United States,*,React Native,*,72,28,12
-United States,Austin,Azure,*,72,38,21
-United States,Austin,Computer Vision,*,72,22,8
-United States,Austin,Terraform,*,72,49,26
-United States,Denver,Ruby,*,72,43,21
-United States,Miami,LLM Engineering,*,72,35,33
-United States,Buffalo,*,*,71,31,24
-United States,New York,NLP,*,71,31,30
-United States,Pittsburgh,Node.js,*,71,34,15
-United States,Raleigh,Kubernetes / DevOps,*,71,54,24
+United States,Dallas,Azure,*,77,29,25
+United States,Houston,RAG / Retrieval,*,77,35,29
+United States,Miami,Node.js,*,77,40,29
+United States,Seattle,GenAI Media (Image/Video),*,77,34,17
+United States,Austin,React,*,76,38,25
+United States,Seattle,Angular,*,76,29,12
+United States,*,DeFi,*,75,36,19
+United States,Albuquerque,*,*,75,48,21
+United States,Austin,Terraform,*,75,48,25
+United States,Charlottesville,*,*,75,40,11
+United States,San Francisco,Kotlin / Android,*,75,44,19
+United States,Boston,GenAI Media (Image/Video),*,74,59,22
+United States,Buffalo,*,*,74,30,23
+United States,Miami,LLM Engineering,*,74,36,32
+United States,San Francisco,Angular,*,74,45,15
+United States,Seattle,Docker,*,74,41,14
+United States,Austin,Azure,*,73,37,21
+United States,Denver,Ruby,*,73,44,21
+United States,Pittsburgh,Node.js,*,73,34,15
+United States,Raleigh,Kubernetes / DevOps,*,73,55,23
+United States,San Diego,PyTorch / ML,*,72,43,24
+United States,Tampa,Python,*,72,39,25
+United States,Detroit,AI Agents,*,71,49,30
+United States,Detroit,Node.js,*,71,35,30
+United States,Minneapolis,AI Agents,*,71,39,24
 United States,Raleigh,LLM Engineering,*,71,54,24
-United States,San Francisco,Kotlin / Android,*,71,42,17
-United States,Boston,GenAI Media (Image/Video),*,70,60,20
-United States,Detroit,AI Agents,*,70,50,30
-United States,Detroit,Node.js,*,70,34,30
-United States,San Diego,PyTorch / ML,*,70,41,23
-United States,*,Redis,*,69,51,19
-United States,San Diego,LLM Inference / Serving,*,69,36,16
-United States,Tampa,Python,*,69,39,25
-United States,Atlanta,Azure,*,68,35,18
-United States,Miami,RAG / Retrieval,*,68,28,32
-United States,New York,Reinforcement Learning,*,68,37,32
+United States,San Diego,LLM Inference / Serving,*,71,35,15
+United States,Los Angeles,Rust,*,70,41,31
+United States,Nashville,TypeScript,*,70,36,29
+United States,Portland,PyTorch / ML,*,70,49,24
+United States,Tucson,*,*,70,43,17
+United States,Atlanta,Azure,*,69,35,17
+United States,Boston,GCP,*,69,43,28
+United States,Miami,RAG / Retrieval,*,69,29,32
+United States,Orlando,AI Agents,*,69,41,20
+United States,Charlotte,Node.js,*,68,31,32
+United States,Kansas City,Python,*,68,46,16
+United States,Memphis,*,*,68,38,28
+United States,Providence,*,*,68,41,18
 United States,Seattle,PHP,*,68,41,25
+United States,Tampa,TypeScript,*,68,31,28
 United States,Ithaca,*,*,67,34,18
-United States,Memphis,*,*,67,37,27
-United States,Minneapolis,AI Agents,*,67,39,25
-United States,Nashville,TypeScript,*,67,36,28
-United States,Orlando,AI Agents,*,67,42,21
-United States,Portland,PyTorch / ML,*,67,48,25
-United States,Providence,*,*,67,43,18
-United States,Tampa,TypeScript,*,67,30,27
-United States,Tucson,*,*,67,43,18
-United States,Atlanta,Computer Vision,*,66,26,21
-United States,Boston,GCP,*,66,42,29
-United States,Charlotte,Node.js,*,66,30,32
+United States,San Francisco,Flutter / Dart,*,67,48,15
+United States,Charlotte,AI Agents,*,66,39,27
 United States,Chicago,Java,*,66,42,23
-United States,Denver,Terraform,*,65,48,28
+United States,Denver,Terraform,*,66,47,29
+United States,Washington,PyTorch / ML,*,66,42,26
+United States,Boston,Ruby,*,65,42,22
 United States,Durham,Python,*,65,35,12
-United States,Kansas City,Python,*,65,45,17
 United States,Los Angeles,Azure,*,65,38,15
-United States,Los Angeles,Rust,*,65,43,31
-United States,Washington,PyTorch / ML,*,65,42,26
-United States,Atlanta,React,*,64,39,27
-United States,Charlotte,AI Agents,*,64,41,28
+United States,Atlanta,Kubernetes / DevOps,*,64,36,22
 United States,Los Angeles,Ruby,*,64,53,17
+United States,Minneapolis,LLM Engineering,*,64,44,36
+United States,Pittsburgh,RAG / Retrieval,*,64,28,16
+United States,San Francisco,PHP,*,64,44,22
+United States,Seattle,Swift / iOS,*,64,47,20
+United States,Chicago,Computer Vision,*,63,27,21
 United States,Orlando,Node.js,*,63,43,25
-United States,Pittsburgh,RAG / Retrieval,*,63,29,16
-United States,Boston,Ruby,*,62,42,21
-United States,Denver,React,*,62,31,13
-United States,San Francisco,PHP,*,62,42,23
-United States,Seattle,Angular,*,62,32,11
-United States,Chicago,Computer Vision,*,61,28,20
-United States,San Francisco,Flutter / Dart,*,61,51,13
-United States,Seattle,Swift / iOS,*,61,48,20
-United States,Tulsa,*,*,61,46,20
-United States,*,Vue.js,*,60,47,30
-United States,Eugene,*,*,60,35,20
-United States,Los Angeles,GenAI Media (Image/Video),*,60,40,25
-United States,New York,PHP,*,60,42,28
-United States,Tampa,AI Agents,*,60,42,25
-United States,Atlanta,Kubernetes / DevOps,*,59,37,20
-United States,Austin,LLM Inference / Serving,*,59,51,32
-United States,Detroit,LLM Engineering,*,59,32,37
-United States,Miami,AWS,*,59,42,41
-United States,Minneapolis,AWS,*,59,34,24
-United States,Minneapolis,LLM Engineering,*,59,46,37
-United States,Atlanta,C++,*,58,50,19
-United States,Boston,.NET / C#,*,58,50,21
-United States,Champaign,*,*,58,57,12
-United States,Chicago,Azure,*,58,40,24
+United States,Portland,Kubernetes / DevOps,*,63,54,17
+United States,Tulsa,*,*,63,46,19
+United States,Austin,LLM Inference / Serving,*,62,50,32
+United States,Champaign,*,*,62,55,11
+United States,Eugene,*,*,62,34,19
+United States,Los Angeles,GenAI Media (Image/Video),*,62,40,24
+United States,New York,PHP,*,62,40,27
+United States,San Francisco,Kafka,*,62,40,18
+United States,Tampa,AI Agents,*,62,42,26
+United States,Miami,AWS,*,61,43,41
+United States,Minneapolis,AWS,*,61,34,23
+United States,Seattle,NLP,*,61,46,23
+United States,Boston,TensorFlow / ML,*,60,33,22
+United States,Chicago,Azure,*,60,40,25
+United States,Detroit,LLM Engineering,*,60,32,38
+United States,Omaha,*,*,60,32,27
+United States,San Francisco,Snowflake,*,60,37,13
+United States,Atlanta,C++,*,59,49,19
+United States,Boston,.NET / C#,*,59,49,20
+United States,Detroit,RAG / Retrieval,*,59,42,27
+United States,Pittsburgh,AI Agents,*,59,39,25
+United States,Seattle,TensorFlow / ML,*,59,54,25
+United States,Dallas,Kubernetes / DevOps,*,58,26,22
+United States,Dallas,PyTorch / ML,*,58,43,26
 United States,Detroit,AWS,*,58,29,26
-United States,Detroit,RAG / Retrieval,*,58,43,28
+United States,Kansas City,TypeScript,*,58,48,19
+United States,Los Angeles,Swift / iOS,*,58,45,24
 United States,Los Angeles,Terraform,*,58,41,19
-United States,Portland,Kubernetes / DevOps,*,58,53,17
 United States,Raleigh,AWS,*,58,53,22
-United States,San Francisco,Angular,*,58,45,14
+United States,Atlanta,Go / Golang,*,57,35,19
 United States,Austin,PHP,*,57,44,23
-United States,Los Angeles,Swift / iOS,*,57,44,25
-United States,Pittsburgh,AI Agents,*,57,40,26
-United States,Boston,TensorFlow / ML,*,56,36,20
-United States,Dallas,Kubernetes / DevOps,*,56,27,23
-United States,Atlanta,Go / Golang,*,55,35,18
-United States,Dallas,PyTorch / ML,*,55,45,24
-United States,Denver,Computer Vision,*,55,29,20
+United States,Denver,Computer Vision,*,57,28,19
+United States,Pittsburgh,PyTorch / ML,*,57,42,19
+United States,Portland,Rust,*,57,51,37
+United States,Salt Lake City,LLM Engineering,*,57,40,35
+United States,Ann Arbor,*,*,56,39,20
+United States,Austin,.NET / C#,*,56,46,16
+United States,Knoxville,*,*,56,38,14
+United States,Raleigh,Go / Golang,*,56,57,14
+United States,Chicago,Terraform,*,55,40,20
+United States,Cleveland,Python,*,55,33,13
 United States,Denver,PHP,*,55,40,22
-United States,Salt Lake City,LLM Engineering,*,55,40,35
-United States,Ann Arbor,*,*,54,41,20
-United States,Austin,.NET / C#,*,54,48,17
-United States,Chicago,Terraform,*,54,39,20
-United States,Cleveland,Python,*,54,33,13
-United States,Huntsville,*,*,54,46,15
-United States,Kansas City,TypeScript,*,54,48,19
-United States,Knoxville,*,*,54,37,15
-United States,Omaha,*,*,54,33,26
-United States,Portland,Rust,*,54,52,41
-United States,Seattle,TensorFlow / ML,*,54,52,20
+United States,Huntsville,*,*,55,45,16
+United States,Los Angeles,.NET / C#,*,55,36,27
+United States,Salt Lake City,AWS,*,55,40,25
+United States,New York,Docker,*,54,41,37
+United States,New York,JAX,*,54,63,24
+United States,Phoenix,AWS,*,54,39,22
+United States,Seattle,Hugging Face,*,54,33,24
+United States,Seattle,Scala / Spark,*,54,39,22
 United States,Tampa,Node.js,*,54,48,31
-United States,Los Angeles,.NET / C#,*,53,38,28
-United States,Phoenix,AWS,*,53,38,23
-United States,Raleigh,Go / Golang,*,53,57,15
-United States,Salt Lake City,AWS,*,53,42,26
-United States,Seattle,Scala / Spark,*,53,38,23
-United States,Houston,AWS,*,52,33,48
+United States,Boston,NLP,*,53,30,21
+United States,Houston,AWS,*,53,32,47
+United States,New Haven,*,*,53,36,4
+United States,Pittsburgh,C++,*,53,43,4
+United States,Seattle,Elasticsearch,*,53,42,21
+United States,Washington,Computer Vision,*,53,36,11
+United States,Atlanta,PHP,*,52,46,21
+United States,Los Angeles,React,*,52,48,29
 United States,Minneapolis,RAG / Retrieval,*,52,38,25
+United States,Orlando,LLM Engineering,*,52,37,25
 United States,Philadelphia,PyTorch / ML,*,52,37,29
-United States,Pittsburgh,PyTorch / ML,*,52,38,21
-United States,Atlanta,PHP,*,51,47,22
+United States,San Diego,Computer Vision,*,52,38,19
+United States,*,Move,*,51,45,22
+United States,Atlanta,Terraform,*,51,33,27
 United States,Indianapolis,TypeScript,*,51,41,29
-United States,New Haven,*,*,51,37,4
+United States,Nashville,AI Agents,*,51,37,22
+United States,Nashville,Node.js,*,51,37,22
 United States,Saint Louis,*,*,51,37,33
-United States,Washington,Computer Vision,*,51,35,10
-United States,Atlanta,Terraform,*,50,34,28
-United States,Nashville,AI Agents,*,50,36,20
-United States,Nashville,Node.js,*,50,38,22
-United States,Pittsburgh,C++,*,50,42,4
-United States,Salt Lake City,RAG / Retrieval,*,50,48,26
-United States,San Diego,C++,*,50,42,22
-United States,San Diego,Computer Vision,*,50,36,18
-United States,St. Louis,Python,*,50,36,20
+United States,Salt Lake City,RAG / Retrieval,*,51,45,25
+United States,San Diego,C++,*,51,41,22
+United States,St. Louis,Python,*,51,35,20
+United States,Denver,LLM Inference / Serving,*,50,48,28
+United States,Washington,Go / Golang,*,50,24,10