{"company":{"id":144,"name":"Dassault Systemes","domain":"3ds.com","url":"https://alion.io/company/dassault-systemes"},"answer":"Dassault Systemes builds mostly with Python, C++, JavaScript, SQL. Its stack also includes PyTorch, Linux, LangChain, Kubernetes. Python is named in 193 of the 351 job postings Dassault Systemes published in the last 12 months (55%). Counted by Alion from the job postings of Dassault Systemes, updated Oct 10, 2026.","window_days":365,"postings_analysed":351,"open_postings":351,"technologies_in_use":306,"modernity_score":78,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":193,"share":0.5499,"required":190,"open_postings":193,"first_seen":"2026-04-08","last_seen":"2026-10-07","median_stated_pay_usd":141650},{"name":"LLM","layer":"ai","postings":78,"share":0.2222,"required":77,"open_postings":78,"first_seen":"2026-06-14","last_seen":"2026-10-07","median_stated_pay_usd":180000},{"name":"C++","layer":"languages","postings":74,"share":0.2108,"required":73,"open_postings":74,"first_seen":"2026-04-20","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":69,"share":0.1966,"required":61,"open_postings":69,"first_seen":"2026-06-23","last_seen":"2026-10-07","median_stated_pay_usd":106000},{"name":"Machine Learning","layer":"practices","postings":54,"share":0.1538,"required":53,"open_postings":54,"first_seen":"2026-06-03","last_seen":"2026-10-07","median_stated_pay_usd":180000},{"name":"PyTorch","layer":"frameworks","postings":48,"share":0.1368,"required":48,"open_postings":48,"first_seen":"2026-07-12","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":47,"share":0.1339,"required":44,"open_postings":47,"first_seen":"2026-05-21","last_seen":"2026-10-07","median_stated_pay_usd":106000},{"name":"SQL","layer":"languages","postings":41,"share":0.1168,"required":40,"open_postings":41,"first_seen":"2026-04-08","last_seen":"2026-10-07","median_stated_pay_usd":120000},{"name":"CI/CD","layer":"practices","postings":35,"share":0.0997,"required":35,"open_postings":35,"first_seen":"2026-07-12","last_seen":"2026-10-07","median_stated_pay_usd":164500},{"name":"Java","layer":"languages","postings":32,"share":0.0912,"required":29,"open_postings":32,"first_seen":"2026-06-23","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":31,"share":0.0883,"required":26,"open_postings":31,"first_seen":"2026-06-24","last_seen":"2026-10-07","median_stated_pay_usd":130300},{"name":"AI Agents","layer":"practices","postings":30,"share":0.0855,"required":29,"open_postings":30,"first_seen":"2026-06-14","last_seen":"2026-10-07","median_stated_pay_usd":166500},{"name":"Rest API","layer":"tools","postings":30,"share":0.0855,"required":27,"open_postings":30,"first_seen":"2026-07-15","last_seen":"2026-10-07","median_stated_pay_usd":106000},{"name":"Linux","layer":"cloud","postings":29,"share":0.0826,"required":28,"open_postings":29,"first_seen":"2026-04-20","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":28,"share":0.0798,"required":26,"open_postings":28,"first_seen":"2026-06-23","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":28,"share":0.0798,"required":25,"open_postings":28,"first_seen":"2026-06-14","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":26,"share":0.0741,"required":22,"open_postings":26,"first_seen":"2026-06-10","last_seen":"2026-10-07","median_stated_pay_usd":144000},{"name":"RAG","layer":"practices","postings":24,"share":0.0684,"required":22,"open_postings":24,"first_seen":"2026-08-20","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":23,"share":0.0655,"required":23,"open_postings":23,"first_seen":"2026-08-04","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":22,"share":0.0627,"required":20,"open_postings":22,"first_seen":"2026-06-14","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":21,"share":0.0598,"required":19,"open_postings":21,"first_seen":"2026-06-14","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":18,"share":0.0513,"required":16,"open_postings":18,"first_seen":"2026-06-24","last_seen":"2026-10-07","median_stated_pay_usd":153000},{"name":"Model Context Protocol","layer":"tools","postings":18,"share":0.0513,"required":16,"open_postings":18,"first_seen":"2026-09-03","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":17,"share":0.0484,"required":17,"open_postings":17,"first_seen":"2026-08-26","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":15,"share":0.0427,"required":13,"open_postings":15,"first_seen":"2026-06-28","last_seen":"2026-10-07","median_stated_pay_usd":153000},{"name":"World Models","layer":"practices","postings":14,"share":0.0399,"required":14,"open_postings":14,"first_seen":"2026-08-24","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":14,"share":0.0399,"required":13,"open_postings":14,"first_seen":"2026-05-08","last_seen":"2026-10-05","median_stated_pay_usd":106000},{"name":"PyTorch C++","layer":"frameworks","postings":13,"share":0.037,"required":13,"open_postings":13,"first_seen":"2026-07-12","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":13,"share":0.037,"required":11,"open_postings":13,"first_seen":"2026-06-23","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":12,"share":0.0342,"required":12,"open_postings":12,"first_seen":"2026-07-20","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":12,"share":0.0342,"required":11,"open_postings":12,"first_seen":"2026-06-28","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":12,"share":0.0342,"required":11,"open_postings":12,"first_seen":"2026-06-28","last_seen":"2026-10-03","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":11,"share":0.0313,"required":11,"open_postings":11,"first_seen":"2026-07-12","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":11,"share":0.0313,"required":10,"open_postings":11,"first_seen":"2026-08-31","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":11,"share":0.0313,"required":10,"open_postings":11,"first_seen":"2026-06-28","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":11,"share":0.0313,"required":10,"open_postings":11,"first_seen":"2026-06-14","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":11,"share":0.0313,"required":10,"open_postings":11,"first_seen":"2026-06-24","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":10,"share":0.0285,"required":10,"open_postings":10,"first_seen":"2026-06-28","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":10,"share":0.0285,"required":9,"open_postings":10,"first_seen":"2026-06-14","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":10,"share":0.0285,"required":6,"open_postings":10,"first_seen":"2026-06-14","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":9,"share":0.0256,"required":8,"open_postings":9,"first_seen":"2026-07-21","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":9,"share":0.0256,"required":8,"open_postings":9,"first_seen":"2026-09-15","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":9,"share":0.0256,"required":6,"open_postings":9,"first_seen":"2026-06-14","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":8,"share":0.0228,"required":8,"open_postings":8,"first_seen":"2026-05-21","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":8,"share":0.0228,"required":8,"open_postings":8,"first_seen":"2026-07-15","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":8,"share":0.0228,"required":8,"open_postings":8,"first_seen":"2026-08-31","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":8,"share":0.0228,"required":8,"open_postings":8,"first_seen":"2026-06-28","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":8,"share":0.0228,"required":7,"open_postings":8,"first_seen":"2026-07-12","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":8,"share":0.0228,"required":5,"open_postings":8,"first_seen":"2026-08-20","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":7,"share":0.0199,"required":7,"open_postings":7,"first_seen":"2026-06-14","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":7,"share":0.0199,"required":7,"open_postings":7,"first_seen":"2026-06-14","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":7,"share":0.0199,"required":7,"open_postings":7,"first_seen":"2026-07-21","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":7,"share":0.0199,"required":6,"open_postings":7,"first_seen":"2026-09-01","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":7,"share":0.0199,"required":6,"open_postings":7,"first_seen":"2026-08-20","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Rust","layer":"languages","postings":7,"share":0.0199,"required":6,"open_postings":7,"first_seen":"2026-06-10","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"OpenGL","layer":"frameworks","postings":7,"share":0.0199,"required":5,"open_postings":7,"first_seen":"2026-08-20","last_seen":"2026-09-20","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":6,"share":0.0171,"required":6,"open_postings":6,"first_seen":"2026-08-26","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":6,"share":0.0171,"required":6,"open_postings":6,"first_seen":"2026-09-01","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":6,"share":0.0171,"required":5,"open_postings":6,"first_seen":"2026-09-22","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":6,"share":0.0171,"required":5,"open_postings":6,"first_seen":"2026-09-11","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":6,"share":0.0171,"required":5,"open_postings":6,"first_seen":"2026-09-01","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":6,"share":0.0171,"required":5,"open_postings":6,"first_seen":"2026-07-27","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":6,"share":0.0171,"required":5,"open_postings":6,"first_seen":"2026-06-28","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":6,"share":0.0171,"required":3,"open_postings":6,"first_seen":"2026-06-24","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Canva","layer":"tools","postings":5,"share":0.0142,"required":5,"open_postings":5,"first_seen":"2026-09-07","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":5,"share":0.0142,"required":5,"open_postings":5,"first_seen":"2026-09-01","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Gaussian Splatting","layer":"ai","postings":5,"share":0.0142,"required":5,"open_postings":5,"first_seen":"2026-09-06","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":5,"share":0.0142,"required":5,"open_postings":5,"first_seen":"2026-08-07","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Ruby","layer":"languages","postings":5,"share":0.0142,"required":5,"open_postings":5,"first_seen":"2026-07-27","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"SaltStack","layer":"tools","postings":5,"share":0.0142,"required":5,"open_postings":5,"first_seen":"2026-07-21","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":5,"share":0.0142,"required":5,"open_postings":5,"first_seen":"2026-09-06","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":5,"share":0.0142,"required":4,"open_postings":5,"first_seen":"2026-09-03","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":5,"share":0.0142,"required":4,"open_postings":5,"first_seen":"2026-07-21","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":5,"share":0.0142,"required":4,"open_postings":5,"first_seen":"2026-09-08","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":5,"share":0.0142,"required":4,"open_postings":5,"first_seen":"2026-06-28","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":5,"share":0.0142,"required":3,"open_postings":5,"first_seen":"2026-06-14","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"HAProxy","layer":"tools","postings":5,"share":0.0142,"required":3,"open_postings":5,"first_seen":"2026-07-21","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"ASP.NET Core","layer":"frameworks","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-07-27","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"CUDA","layer":"frameworks","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-04-20","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"CUDA Toolkit","layer":"cloud","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-04-20","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-09-04","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Digital Twin","layer":"practices","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-06-09","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"GNN","layer":"practices","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-09-06","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-07-27","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Physical AI","layer":"practices","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-09-06","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"PoC Library","layer":"frameworks","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-07-24","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-07-22","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-06-29","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"TensorFlow C++","layer":"frameworks","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-08-04","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"WebSockets","layer":"tools","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-08-06","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Zabbix","layer":"tools","postings":4,"share":0.0114,"required":4,"open_postings":4,"first_seen":"2026-07-21","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":4,"share":0.0114,"required":3,"open_postings":4,"first_seen":"2026-06-23","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":4,"share":0.0114,"required":3,"open_postings":4,"first_seen":"2026-09-06","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"PHP","layer":"languages","postings":4,"share":0.0114,"required":3,"open_postings":4,"first_seen":"2026-09-06","last_seen":"2026-10-03","median_stated_pay_usd":null},{"name":"KVM","layer":"tools","postings":4,"share":0.0114,"required":2,"open_postings":4,"first_seen":"2026-09-15","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Nginx","layer":"tools","postings":4,"share":0.0114,"required":2,"open_postings":4,"first_seen":"2026-07-21","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"QEMU","layer":"tools","postings":4,"share":0.0114,"required":2,"open_postings":4,"first_seen":"2026-09-15","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":4,"share":0.0114,"required":2,"open_postings":4,"first_seen":"2026-07-21","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Aider","layer":"tools","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-07-22","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Apache Tomcat","layer":"tools","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-16","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-16","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-06","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-06","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-08-26","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-08-07","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-06","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-07-15","last_seen":"2026-10-03","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-16","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-16","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-07","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"JAX","layer":"frameworks","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-06","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-08-31","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Podman","layer":"tools","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-06","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"SAP BTP","layer":"cloud","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-07-09","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-08-31","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-08-31","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Three.JS","layer":"frameworks","postings":3,"share":0.0085,"required":3,"open_postings":3,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"A2A","layer":"tools","postings":3,"share":0.0085,"required":2,"open_postings":3,"first_seen":"2026-09-03","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"ABAP","layer":"languages","postings":3,"share":0.0085,"required":2,"open_postings":3,"first_seen":"2026-07-09","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Adobe Photoshop","layer":"tools","postings":3,"share":0.0085,"required":2,"open_postings":3,"first_seen":"2026-09-06","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":3,"share":0.0085,"required":2,"open_postings":3,"first_seen":"2026-09-11","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"CentOS Stream","layer":"cloud","postings":3,"share":0.0085,"required":2,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":3,"share":0.0085,"required":2,"open_postings":3,"first_seen":"2026-04-20","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"Hibernate","layer":"frameworks","postings":3,"share":0.0085,"required":2,"open_postings":3,"first_seen":"2026-06-23","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":3,"share":0.0085,"required":2,"open_postings":3,"first_seen":"2026-08-20","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":3,"share":0.0085,"required":2,"open_postings":3,"first_seen":"2026-09-10","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":3,"share":0.0085,"required":1,"open_postings":3,"first_seen":"2026-07-20","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Apache Iceberg","layer":"data","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"BERT","layer":"ai","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-05","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"Babylon.js","layer":"frameworks","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"CNN","layer":"practices","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Chef","layer":"tools","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-08-17","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Drupal","layer":"tools","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-10-03","median_stated_pay_usd":null},{"name":"Gateway API","layer":"tools","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-10-04","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-06-10","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Gradle","layer":"tools","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"GraphRAG","layer":"practices","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-06-10","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"In-Context Learning","layer":"practices","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-07","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Isaac Lab","layer":"frameworks","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Isaac Sim","layer":"tools","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"JQuery","layer":"frameworks","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-30","last_seen":"2026-10-03","median_stated_pay_usd":null},{"name":"Kustomize","layer":"tools","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-28","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"Loki","layer":"tools","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"MariaDB","layer":"data","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Mistral","layer":"ai","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Qwen","layer":"ai","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-05","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"ROS","layer":"frameworks","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-07","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"RealityKit","layer":"frameworks","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Redux","layer":"frameworks","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-06-23","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"SAP Fiori","layer":"cloud","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-07-09","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"SciML","layer":"frameworks","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"SciPy","layer":"frameworks","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Sim-to-Real","layer":"practices","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Synthetic Data","layer":"practices","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Unreal Engine","layer":"frameworks","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"VLM","layer":"ai","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"WebGPU","layer":"tools","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"WebRTC","layer":"tools","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Wi-Fi","layer":"practices","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"containerd","layer":"tools","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":2,"share":0.0057,"required":2,"open_postings":2,"first_seen":"2026-10-04","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":2,"share":0.0057,"required":1,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":2,"share":0.0057,"required":1,"open_postings":2,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":2,"share":0.0057,"required":1,"open_postings":2,"first_seen":"2026-09-24","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":2,"share":0.0057,"required":1,"open_postings":2,"first_seen":"2026-09-24","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"etcd","layer":"tools","postings":2,"share":0.0057,"required":1,"open_postings":2,"first_seen":"2026-06-10","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Adobe Premiere Pro","layer":"tools","postings":2,"share":0.0057,"required":0,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Julia","layer":"languages","postings":2,"share":0.0057,"required":0,"open_postings":2,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-06-16","last_seen":"2026-06-16","median_stated_pay_usd":null},{"name":"ARKit","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"AWS CDK","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Adobe After Effects","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Adobe Illustrator","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Adobe XD","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"Appium","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"AutoCAD","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"BGP","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Bamboo","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Bitbucket","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Blender","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"CatBoost","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Cilium","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Cirq","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Clean Architecture","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"ClickHouse","layer":"data","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Composer","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-03","last_seen":"2026-10-03","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Crowdstrike","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"DINOv2","layer":"ai","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"DeepEval","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Diffusion Models","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"EU AI Act","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"FoundationDB","layer":"data","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"GLSL","layer":"languages","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Godot","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Groovy","layer":"languages","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-06-28","last_seen":"2026-06-28","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Harbor","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-06-28","last_seen":"2026-06-28","median_stated_pay_usd":null},{"name":"HashiCorp Vault","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"ISO 42001","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Image Segmentation","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"JMeter","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"JUnit","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"KEDA","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"KV Cache","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Keras","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Knowledge Distillation","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Kyverno","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"LDAP","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"LightGBM","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Llama","layer":"ai","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Mistral SDK","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-30","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Mixture of Experts","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Model Distillation","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"NCCL","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-04","last_seen":"2026-10-04","median_stated_pay_usd":null},{"name":"NER","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"NIST AI RMF","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"NVIDIA NeMo","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"NVIDIA Omniverse","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"NVIDIA PhysX","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"OSPF","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"OpenRouter","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"OpenStack","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"OpenTofu","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"PKI","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-07-15","median_stated_pay_usd":null},{"name":"Perplexity","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Plotly","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"PyTorch Lightning","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Q#","layer":"languages","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Qdrant","layer":"data","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Qiskit","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"ROCm","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"ROS2","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Reranking","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Ruby on Rails","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"SGLang","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"SQLAlchemy","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"SQLite","layer":"data","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-06-28","last_seen":"2026-06-28","median_stated_pay_usd":null},{"name":"Sass","layer":"languages","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Scale AI","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Simscape","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Sketch","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-07","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Spring Framework","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"Statsmodels","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Streamlit","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Sumo Logic","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-03","last_seen":"2026-10-03","median_stated_pay_usd":null},{"name":"Swift","layer":"languages","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Symfony","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-03","last_seen":"2026-10-03","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"TeamCity","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"TensorBoard","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"TestRail","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Trunk-Based Development","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Unity","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Uvicorn","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Visual Basic","layer":"languages","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Web Components","layer":"practices","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Webpack","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"XGBoost","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Zscaler","layer":"cloud","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"npm","layer":"tools","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"spaCy","layer":"frameworks","postings":1,"share":0.0028,"required":1,"open_postings":1,"first_seen":"2026-09-05","last_seen":"2026-09-05","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":1,"share":0.0028,"required":0,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Cassandra","layer":"data","postings":1,"share":0.0028,"required":0,"open_postings":1,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"DirectX","layer":"cloud","postings":1,"share":0.0028,"required":0,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Google GKE","layer":"cloud","postings":1,"share":0.0028,"required":0,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"ONNX","layer":"tools","postings":1,"share":0.0028,"required":0,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"Qt","layer":"frameworks","postings":1,"share":0.0028,"required":0,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Scaleway","layer":"cloud","postings":1,"share":0.0028,"required":0,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":1,"share":0.0028,"required":0,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"TensorRT","layer":"tools","postings":1,"share":0.0028,"required":0,"open_postings":1,"first_seen":"2026-08-04","last_seen":"2026-08-04","median_stated_pay_usd":null},{"name":"TiDB","layer":"data","postings":1,"share":0.0028,"required":0,"open_postings":1,"first_seen":"2026-06-10","last_seen":"2026-06-10","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":1,"share":0.0028,"required":0,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"pgvector","layer":"frameworks","postings":1,"share":0.0028,"required":0,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null}],"own_products":["SolidWorks"],"changes":{"first_appeared":[{"name":"VPN","first_seen":"2026-10-05"},{"name":"Wi-Fi","first_seen":"2026-10-05"},{"name":"DHCP","first_seen":"2026-10-05"},{"name":"Mistral","first_seen":"2026-10-05"},{"name":"Gateway API","first_seen":"2026-10-04"},{"name":"vLLM","first_seen":"2026-10-04"},{"name":"JQuery","first_seen":"2026-09-30"},{"name":"Kustomize","first_seen":"2026-09-28"}],"rising":[{"name":"Python","share_from":26,"share_to":56},{"name":"LLM","share_from":5,"share_to":23},{"name":"Machine Learning","share_from":5,"share_to":16},{"name":"PyTorch","share_from":5,"share_to":14},{"name":"Rest API","share_from":0,"share_to":9},{"name":"RAG","share_from":0,"share_to":7},{"name":"TensorFlow","share_from":0,"share_to":7},{"name":"CI/CD","share_from":5,"share_to":10}],"falling":[{"name":"Kubernetes","share_from":21,"share_to":7},{"name":"C#","share_from":16,"share_to":3},{"name":"SQL","share_from":21,"share_to":11},{"name":"Azure","share_from":11,"share_to":2},{"name":"GitLab","share_from":11,"share_to":2},{"name":"Rust","share_from":11,"share_to":2},{"name":"Linux","share_from":16,"share_to":8},{"name":"React.js","share_from":11,"share_to":3}],"not_seen_180d":[]},"similar_stacks":[{"name":"NCS","url":"https://alion.io/company/ncs-co/technologies","shared_technologies":214},{"name":"Airbus","url":"https://alion.io/company/airbus/technologies","shared_technologies":234},{"name":"Autodesk","url":"https://alion.io/company/autodesk/technologies","shared_technologies":202},{"name":"IQVIA","url":"https://alion.io/company/iqvia/technologies","shared_technologies":185},{"name":"Thales Group","url":"https://alion.io/company/thales/technologies","shared_technologies":227},{"name":"Accenture Federal Services","url":"https://alion.io/company/accenturefederal/technologies","shared_technologies":210},{"name":"Bosch","url":"https://alion.io/company/bosch/technologies","shared_technologies":256},{"name":"Merck & Co.","url":"https://alion.io/company/msd/technologies","shared_technologies":191}],"html_url":"https://alion.io/company/dassault-systemes/technologies","json_url":"https://alion.io/company/dassault-systemes/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-10T23:28:38Z","generated_at":"2026-10-11T02:29:42Z"}}