country stringclasses 3
values | metro stringclasses 94
values | technology stringclasses 63
values | role stringclasses 7
values | developers int64 50 60.3k | public_email_pct int64 21 63 | open_to_work_pct int64 4 47 |
|---|---|---|---|---|---|---|
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 | 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 | * | Ansible | * | 52 | 35 | 19 |
United Kingdom | * | Clojure | * | 52 | 46 | 21 |
United States | * | * | * | 60,284 | 39 | 22 |
United States | * | * | Software engineering | 34,581 | 40 | 24 |
United States | * | Python | * | 20,306 | 37 | 21 |
United States | * | * | AI product | 19,148 | 39 | 25 |
United States | * | * | Infrastructure | 12,317 | 40 | 22 |
United States | * | TypeScript | * | 11,572 | 38 | 27 |
United States | * | * | AI research | 10,240 | 40 | 24 |
United States | San Francisco | * | * | 9,844 | 40 | 21 |
United States | * | AI Agents | * | 9,639 | 39 | 26 |
United States | * | Node.js | * | 9,481 | 39 | 24 |
United States | * | LLM Engineering | * | 7,711 | 39 | 27 |
United States | * | RAG / Retrieval | * | 7,049 | 41 | 27 |
United States | * | AWS | * | 5,926 | 40 | 25 |
United States | New York | * | * | 5,709 | 36 | 22 |
United States | * | PyTorch / ML | * | 4,564 | 41 | 23 |
United States | Seattle | * | * | 4,556 | 39 | 18 |
United States | San Francisco | Python | * | 3,721 | 39 | 22 |
United States | * | C++ | * | 3,524 | 42 | 18 |
United States | * | Go / Golang | * | 3,367 | 42 | 20 |
United States | * | Kubernetes / DevOps | * | 3,125 | 42 | 22 |
United States | * | Rust | * | 2,862 | 44 | 25 |
United States | * | Java | * | 2,834 | 41 | 21 |
United States | Boston | * | * | 2,831 | 40 | 19 |
United States | * | Azure | * | 2,678 | 38 | 19 |
United States | * | Computer Vision | * | 2,570 | 37 | 23 |
United States | Los Angeles | * | * | 2,257 | 38 | 21 |
United States | * | LLM Inference / Serving | * | 2,094 | 40 | 25 |
United States | New York | Python | * | 2,056 | 35 | 22 |
United States | * | React | * | 2,054 | 41 | 28 |
United States | San Francisco | TypeScript | * | 1,918 | 39 | 25 |
United States | * | .NET / C# | * | 1,903 | 38 | 22 |
United States | * | Terraform | * | 1,843 | 40 | 24 |
United States | Chicago | * | * | 1,746 | 38 | 20 |
United States | San Francisco | AI Agents | * | 1,730 | 38 | 24 |
United States | Austin | * | * | 1,711 | 40 | 22 |
United States | * | Ruby | * | 1,656 | 47 | 22 |
United States | Denver | * | * | 1,656 | 39 | 21 |
United States | San Francisco | LLM Engineering | * | 1,612 | 39 | 24 |
United States | San Francisco | Node.js | * | 1,536 | 43 | 24 |
United States | * | * | Data engineering | 1,414 | 36 | 20 |
United States | * | GenAI Media (Image/Video) | * | 1,379 | 43 | 23 |
United States | Seattle | Python | * | 1,357 | 39 | 19 |
United States | Atlanta | * | * | 1,316 | 37 | 22 |
United States | Portland | * | * | 1,227 | 44 | 21 |
United States | * | GCP | * | 1,224 | 39 | 24 |
United States | * | Swift / iOS | * | 1,210 | 43 | 25 |
United States | Boston | Python | * | 1,191 | 38 | 18 |
United States | New York | TypeScript | * | 1,185 | 33 | 25 |
United States | San Francisco | RAG / Retrieval | * | 1,168 | 42 | 27 |
United States | San Francisco | PyTorch / ML | * | 1,145 | 44 | 21 |
United States | * | * | Data science | 1,107 | 41 | 20 |
United States | * | PHP | * | 1,095 | 43 | 28 |
United States | New York | Node.js | * | 1,075 | 38 | 22 |
United States | Washington | * | * | 1,024 | 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 |
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