| 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,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,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,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,Nantes,TypeScript,*,79,30,16 | |
| France,Paris,Hugging Face,*,78,24,17 | |
| France,Bordeaux,Node.js,*,77,35,18 | |
| France,Paris,.NET / C#,*,77,31,22 | |
| 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,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,Montpellier,Python,*,59,27,19 | |
| France,Paris,Scaleway,*,56,38,16 | |
| 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 | |
| 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,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,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 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,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,Detroit,TypeScript,*,103,39,30 | |
| United States,Orlando,TypeScript,*,102,40,28 | |
| United States,Raleigh,AI Agents,*,102,48,22 | |
| United States,Los Angeles,Computer Vision,*,100,35,32 | |
| 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,"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,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,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,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,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,Seattle,PHP,*,68,41,25 | |
| 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,Chicago,Java,*,66,42,23 | |
| United States,Denver,Terraform,*,65,48,28 | |
| 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,Los Angeles,Ruby,*,64,53,17 | |
| 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,Detroit,AWS,*,58,29,26 | |
| United States,Detroit,RAG / Retrieval,*,58,43,28 | |
| 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,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,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,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,Minneapolis,RAG / Retrieval,*,52,38,25 | |
| 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,Indianapolis,TypeScript,*,51,41,29 | |
| United States,New Haven,*,*,51,37,4 | |
| 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 | |