| country,metro,technology,role,developers,public_email_pct,open_to_work_pct | |
| 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,*,*,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,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,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,.NET / C#,*,79,30,22 | |
| France,Paris,TensorFlow / ML,*,79,44,29 | |
| France,Bordeaux,Node.js,*,77,35,18 | |
| France,*,Ansible,*,76,33,29 | |
| France,Bordeaux,TypeScript,*,76,38,21 | |
| 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,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,*,*,*,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,*,*,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,*,*,*,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,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,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,Los Angeles,Computer Vision,*,103,35,33 | |
| United States,Madison,Python,*,103,38,18 | |
| United States,Raleigh,AI Agents,*,102,48,22 | |
| 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,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,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,*,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,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,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 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,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,*,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,Los Angeles,Azure,*,65,38,15 | |
| 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,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,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,Raleigh,AWS,*,58,53,22 | |
| United States,Atlanta,Go / Golang,*,57,35,19 | |
| United States,Austin,PHP,*,57,44,23 | |
| 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,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,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,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,Nashville,AI Agents,*,51,37,22 | |
| United States,Nashville,Node.js,*,51,37,22 | |
| United States,Saint Louis,*,*,51,37,33 | |
| 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 | |