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 |
|---|---|---|---|---|---|---|
France | Lyon | AI Agents | * | 70 | 31 | 21 |
France | Lyon | PHP | * | 65 | 38 | 11 |
France | Lyon | RAG / Retrieval | * | 65 | 28 | 23 |
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 | * | 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 | 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 | * | * | * | 13,739 | 34 | 21 |
United Kingdom | * | * | Software engineering | 8,708 | 34 | 24 |
United Kingdom | London | * | * | 7,009 | 35 | 21 |
United Kingdom | * | Python | * | 3,984 | 33 | 20 |
United Kingdom | * | * | AI product | 3,368 | 35 | 26 |
United Kingdom | * | * | Infrastructure | 2,915 | 35 | 23 |
United Kingdom | * | TypeScript | * | 2,536 | 34 | 26 |
United Kingdom | London | Python | * | 2,094 | 34 | 19 |
United Kingdom | * | Node.js | * | 2,025 | 35 | 23 |
United Kingdom | * | * | AI research | 1,889 | 34 | 24 |
United Kingdom | * | AI Agents | * | 1,576 | 34 | 27 |
United Kingdom | * | RAG / Retrieval | * | 1,368 | 36 | 26 |
United Kingdom | * | AWS | * | 1,320 | 35 | 25 |
United Kingdom | London | TypeScript | * | 1,292 | 35 | 24 |
United Kingdom | * | LLM Engineering | * | 1,227 | 34 | 26 |
United Kingdom | London | Node.js | * | 1,061 | 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 |
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