{"company":{"id":3903,"name":"Applied Materials","domain":"amat.com","url":"https://alion.io/company/amat"},"answer":"Applied Materials builds mostly with Python, SQL, C++, C#. Its stack also includes Tableau, Power BI, PyTorch, TensorFlow. Python is named in 150 of the 578 job postings Applied Materials published in the last 12 months (26%). Counted by Alion from the job postings of Applied Materials, updated Sep 26, 2026.","window_days":365,"postings_analysed":578,"open_postings":457,"technologies_in_use":278,"modernity_score":81,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":150,"share":0.2595,"required":121,"open_postings":111,"first_seen":"2025-02-13","last_seen":"2026-09-25","median_stated_pay_usd":183500},{"name":"Microsoft Excel","layer":"tools","postings":122,"share":0.2111,"required":116,"open_postings":110,"first_seen":"2025-12-12","last_seen":"2026-09-25","median_stated_pay_usd":126500},{"name":"Machine Learning","layer":"practices","postings":119,"share":0.2059,"required":97,"open_postings":75,"first_seen":"2025-08-29","last_seen":"2026-09-25","median_stated_pay_usd":185750},{"name":"Tableau","layer":"cloud","postings":69,"share":0.1194,"required":63,"open_postings":53,"first_seen":"2025-08-28","last_seen":"2026-09-24","median_stated_pay_usd":146000},{"name":"SQL","layer":"languages","postings":63,"share":0.109,"required":50,"open_postings":48,"first_seen":"2025-01-07","last_seen":"2026-09-25","median_stated_pay_usd":164500},{"name":"C++","layer":"languages","postings":57,"share":0.0986,"required":49,"open_postings":38,"first_seen":"2024-09-20","last_seen":"2026-09-25","median_stated_pay_usd":171000},{"name":"Power BI","layer":"cloud","postings":50,"share":0.0865,"required":39,"open_postings":42,"first_seen":"2026-03-11","last_seen":"2026-09-24","median_stated_pay_usd":154000},{"name":"C#","layer":"languages","postings":40,"share":0.0692,"required":35,"open_postings":21,"first_seen":"2026-01-29","last_seen":"2026-09-25","median_stated_pay_usd":171000},{"name":"Computer Vision","layer":"practices","postings":40,"share":0.0692,"required":31,"open_postings":32,"first_seen":"2024-04-18","last_seen":"2026-09-23","median_stated_pay_usd":237000},{"name":"CI/CD","layer":"practices","postings":39,"share":0.0675,"required":27,"open_postings":30,"first_seen":"2025-02-13","last_seen":"2026-09-25","median_stated_pay_usd":193000},{"name":"Windows","layer":"cloud","postings":36,"share":0.0623,"required":20,"open_postings":30,"first_seen":"2024-09-20","last_seen":"2026-09-25","median_stated_pay_usd":140500},{"name":"Azure","layer":"cloud","postings":35,"share":0.0606,"required":26,"open_postings":28,"first_seen":"2025-12-09","last_seen":"2026-09-25","median_stated_pay_usd":214500},{"name":"Linux","layer":"cloud","postings":34,"share":0.0588,"required":28,"open_postings":28,"first_seen":"2024-09-20","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"CAPA","layer":"tools","postings":33,"share":0.0571,"required":33,"open_postings":26,"first_seen":"2026-03-16","last_seen":"2026-09-25","median_stated_pay_usd":171000},{"name":"MATLAB","layer":"languages","postings":33,"share":0.0571,"required":27,"open_postings":24,"first_seen":"2025-08-29","last_seen":"2026-09-09","median_stated_pay_usd":203500},{"name":"Incident Management","layer":"practices","postings":31,"share":0.0536,"required":30,"open_postings":22,"first_seen":"2026-03-16","last_seen":"2026-09-23","median_stated_pay_usd":159500},{"name":"AWS","layer":"cloud","postings":31,"share":0.0536,"required":24,"open_postings":24,"first_seen":"2026-03-01","last_seen":"2026-09-24","median_stated_pay_usd":192500},{"name":".NET","layer":"cloud","postings":27,"share":0.0467,"required":27,"open_postings":11,"first_seen":"2026-06-08","last_seen":"2026-09-25","median_stated_pay_usd":171000},{"name":"Git","layer":"tools","postings":25,"share":0.0433,"required":17,"open_postings":18,"first_seen":"2026-01-04","last_seen":"2026-09-25","median_stated_pay_usd":193000},{"name":"Red Teaming","layer":"practices","postings":24,"share":0.0415,"required":24,"open_postings":19,"first_seen":"2026-01-21","last_seen":"2026-09-14","median_stated_pay_usd":208500},{"name":"Java","layer":"languages","postings":23,"share":0.0398,"required":21,"open_postings":18,"first_seen":"2025-12-12","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":23,"share":0.0398,"required":18,"open_postings":16,"first_seen":"2025-02-13","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":22,"share":0.0381,"required":22,"open_postings":18,"first_seen":"2026-05-11","last_seen":"2026-09-24","median_stated_pay_usd":166250},{"name":"Copilot","layer":"tools","postings":22,"share":0.0381,"required":21,"open_postings":18,"first_seen":"2026-06-15","last_seen":"2026-09-23","median_stated_pay_usd":157000},{"name":"AI Agents","layer":"practices","postings":22,"share":0.0381,"required":18,"open_postings":15,"first_seen":"2026-06-10","last_seen":"2026-09-24","median_stated_pay_usd":234000},{"name":"PyTorch","layer":"frameworks","postings":22,"share":0.0381,"required":18,"open_postings":15,"first_seen":"2026-03-25","last_seen":"2026-09-16","median_stated_pay_usd":227500},{"name":"AutoCAD","layer":"tools","postings":20,"share":0.0346,"required":17,"open_postings":17,"first_seen":"2025-12-12","last_seen":"2026-09-14","median_stated_pay_usd":177250},{"name":"Docker","layer":"tools","postings":20,"share":0.0346,"required":13,"open_postings":15,"first_seen":"2025-02-13","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":18,"share":0.0311,"required":14,"open_postings":12,"first_seen":"2025-12-09","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"SolidWorks","layer":"tools","postings":16,"share":0.0277,"required":15,"open_postings":14,"first_seen":"2026-05-20","last_seen":"2026-09-25","median_stated_pay_usd":151250},{"name":"TensorFlow","layer":"frameworks","postings":15,"share":0.026,"required":15,"open_postings":10,"first_seen":"2026-03-25","last_seen":"2026-09-16","median_stated_pay_usd":227500},{"name":"Claude","layer":"ai","postings":15,"share":0.026,"required":12,"open_postings":11,"first_seen":"2026-07-02","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":13,"share":0.0225,"required":12,"open_postings":10,"first_seen":"2026-06-10","last_seen":"2026-09-22","median_stated_pay_usd":215250},{"name":"Jenkins","layer":"tools","postings":13,"share":0.0225,"required":10,"open_postings":9,"first_seen":"2026-05-19","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":13,"share":0.0225,"required":7,"open_postings":9,"first_seen":"2026-07-13","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":12,"share":0.0208,"required":12,"open_postings":7,"first_seen":"2025-12-09","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":12,"share":0.0208,"required":7,"open_postings":10,"first_seen":"2026-05-13","last_seen":"2026-09-16","median_stated_pay_usd":193250},{"name":"RAG","layer":"practices","postings":11,"share":0.019,"required":11,"open_postings":7,"first_seen":"2026-06-10","last_seen":"2026-09-22","median_stated_pay_usd":234000},{"name":"GCP","layer":"cloud","postings":11,"share":0.019,"required":8,"open_postings":9,"first_seen":"2026-03-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":10,"share":0.0173,"required":10,"open_postings":7,"first_seen":"2026-06-11","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":10,"share":0.0173,"required":9,"open_postings":9,"first_seen":"2026-06-02","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":9,"share":0.0156,"required":9,"open_postings":7,"first_seen":"2025-02-13","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":9,"share":0.0156,"required":8,"open_postings":6,"first_seen":"2026-07-08","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":9,"share":0.0156,"required":7,"open_postings":7,"first_seen":"2025-12-09","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":9,"share":0.0156,"required":6,"open_postings":9,"first_seen":"2026-07-06","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":8,"share":0.0138,"required":8,"open_postings":6,"first_seen":"2025-02-13","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":8,"share":0.0138,"required":8,"open_postings":4,"first_seen":"2025-12-09","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":8,"share":0.0138,"required":8,"open_postings":5,"first_seen":"2026-03-25","last_seen":"2026-09-16","median_stated_pay_usd":188250},{"name":"LLM Guardrails","layer":"practices","postings":8,"share":0.0138,"required":7,"open_postings":5,"first_seen":"2026-03-13","last_seen":"2026-09-11","median_stated_pay_usd":203000},{"name":"SAS","layer":"languages","postings":8,"share":0.0138,"required":6,"open_postings":4,"first_seen":"2026-08-12","last_seen":"2026-08-26","median_stated_pay_usd":196500},{"name":"Ansible","layer":"tools","postings":7,"share":0.0121,"required":6,"open_postings":5,"first_seen":"2025-02-13","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Matter","layer":"tools","postings":7,"share":0.0121,"required":6,"open_postings":5,"first_seen":"2026-05-13","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":7,"share":0.0121,"required":6,"open_postings":4,"first_seen":"2025-01-07","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":7,"share":0.0121,"required":4,"open_postings":5,"first_seen":"2026-07-15","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":6,"share":0.0104,"required":6,"open_postings":4,"first_seen":"2026-06-11","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":6,"share":0.0104,"required":6,"open_postings":3,"first_seen":"2026-06-17","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":6,"share":0.0104,"required":6,"open_postings":5,"first_seen":"2026-06-10","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"PHP","layer":"languages","postings":6,"share":0.0104,"required":6,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":6,"share":0.0104,"required":6,"open_postings":5,"first_seen":"2026-08-05","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":6,"share":0.0104,"required":5,"open_postings":4,"first_seen":"2025-12-09","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"PyTorch C++","layer":"frameworks","postings":6,"share":0.0104,"required":5,"open_postings":5,"first_seen":"2026-05-20","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":6,"share":0.0104,"required":4,"open_postings":4,"first_seen":"2026-06-18","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Bitbucket","layer":"cloud","postings":6,"share":0.0104,"required":3,"open_postings":4,"first_seen":"2026-03-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":5,"share":0.0087,"required":5,"open_postings":2,"first_seen":"2026-07-13","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":5,"share":0.0087,"required":5,"open_postings":3,"first_seen":"2026-05-11","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":5,"share":0.0087,"required":5,"open_postings":4,"first_seen":"2026-06-11","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"OpenCV","layer":"frameworks","postings":5,"share":0.0087,"required":5,"open_postings":4,"first_seen":"2026-03-18","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":5,"share":0.0087,"required":4,"open_postings":4,"first_seen":"2026-03-18","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":5,"share":0.0087,"required":4,"open_postings":4,"first_seen":"2026-03-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":5,"share":0.0087,"required":3,"open_postings":2,"first_seen":"2026-07-22","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":5,"share":0.0087,"required":2,"open_postings":3,"first_seen":"2026-07-13","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"CUDA","layer":"frameworks","postings":4,"share":0.0069,"required":4,"open_postings":4,"first_seen":"2026-05-13","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"CUDA Toolkit","layer":"cloud","postings":4,"share":0.0069,"required":4,"open_postings":4,"first_seen":"2026-05-13","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"EtherCAT","layer":"tools","postings":4,"share":0.0069,"required":4,"open_postings":1,"first_seen":"2026-06-18","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":4,"share":0.0069,"required":4,"open_postings":4,"first_seen":"2026-05-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":4,"share":0.0069,"required":4,"open_postings":4,"first_seen":"2026-03-01","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":4,"share":0.0069,"required":4,"open_postings":2,"first_seen":"2026-07-08","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":4,"share":0.0069,"required":4,"open_postings":3,"first_seen":"2026-07-10","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":4,"share":0.0069,"required":4,"open_postings":3,"first_seen":"2026-07-08","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":4,"share":0.0069,"required":4,"open_postings":4,"first_seen":"2026-06-11","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":4,"share":0.0069,"required":4,"open_postings":3,"first_seen":"2026-06-12","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Redux","layer":"frameworks","postings":4,"share":0.0069,"required":4,"open_postings":3,"first_seen":"2025-12-09","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"Simulink","layer":"tools","postings":4,"share":0.0069,"required":4,"open_postings":2,"first_seen":"2026-07-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":4,"share":0.0069,"required":4,"open_postings":3,"first_seen":"2026-08-17","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":4,"share":0.0069,"required":4,"open_postings":3,"first_seen":"2026-06-11","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"C","layer":"languages","postings":4,"share":0.0069,"required":3,"open_postings":4,"first_seen":"2026-05-13","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":4,"share":0.0069,"required":3,"open_postings":4,"first_seen":"2026-06-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":4,"share":0.0069,"required":3,"open_postings":3,"first_seen":"2026-07-15","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":4,"share":0.0069,"required":3,"open_postings":3,"first_seen":"2026-07-15","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"JFrog Artifactory","layer":"tools","postings":4,"share":0.0069,"required":3,"open_postings":3,"first_seen":"2026-03-01","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"ABAP","layer":"languages","postings":4,"share":0.0069,"required":2,"open_postings":4,"first_seen":"2026-08-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":4,"share":0.0069,"required":2,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":4,"share":0.0069,"required":2,"open_postings":4,"first_seen":"2026-03-18","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":4,"share":0.0069,"required":2,"open_postings":3,"first_seen":"2026-03-07","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":3,"share":0.0052,"required":3,"open_postings":2,"first_seen":"2026-07-15","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":3,"share":0.0052,"required":3,"open_postings":3,"first_seen":"2026-07-01","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":3,"share":0.0052,"required":3,"open_postings":3,"first_seen":"2026-07-13","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Groovy","layer":"languages","postings":3,"share":0.0052,"required":3,"open_postings":2,"first_seen":"2026-05-19","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"LDAP","layer":"cloud","postings":3,"share":0.0052,"required":3,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":3,"share":0.0052,"required":3,"open_postings":3,"first_seen":"2026-06-11","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"OpenCL","layer":"frameworks","postings":3,"share":0.0052,"required":3,"open_postings":3,"first_seen":"2026-05-13","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"PID Control","layer":"practices","postings":3,"share":0.0052,"required":3,"open_postings":1,"first_seen":"2026-07-27","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"PKI","layer":"practices","postings":3,"share":0.0052,"required":3,"open_postings":2,"first_seen":"2026-08-14","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"SFT","layer":"practices","postings":3,"share":0.0052,"required":3,"open_postings":3,"first_seen":"2026-06-12","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"SPSS","layer":"languages","postings":3,"share":0.0052,"required":3,"open_postings":3,"first_seen":"2026-08-27","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Semantic Kernel","layer":"tools","postings":3,"share":0.0052,"required":3,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"TestNG","layer":"frameworks","postings":3,"share":0.0052,"required":3,"open_postings":2,"first_seen":"2026-08-07","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Wi-Fi","layer":"practices","postings":3,"share":0.0052,"required":3,"open_postings":3,"first_seen":"2025-12-17","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":3,"share":0.0052,"required":3,"open_postings":3,"first_seen":"2026-08-17","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":3,"share":0.0052,"required":2,"open_postings":2,"first_seen":"2026-07-08","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Digital Twin","layer":"practices","postings":3,"share":0.0052,"required":2,"open_postings":2,"first_seen":"2026-08-19","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Proxmox VE","layer":"tools","postings":3,"share":0.0052,"required":2,"open_postings":2,"first_seen":"2026-07-09","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":3,"share":0.0052,"required":2,"open_postings":1,"first_seen":"2026-05-11","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":3,"share":0.0052,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Unity","layer":"frameworks","postings":3,"share":0.0052,"required":2,"open_postings":2,"first_seen":"2026-07-20","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"WebSockets","layer":"tools","postings":3,"share":0.0052,"required":2,"open_postings":3,"first_seen":"2025-12-09","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":3,"share":0.0052,"required":2,"open_postings":3,"first_seen":"2024-09-20","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":3,"share":0.0052,"required":1,"open_postings":3,"first_seen":"2026-07-15","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":3,"share":0.0052,"required":1,"open_postings":3,"first_seen":"2025-01-07","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"ASP.NET Core","layer":"frameworks","postings":2,"share":0.0035,"required":2,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-01-29","last_seen":"2026-06-18","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-06-11","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"BGP","layer":"practices","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Bootstrap","layer":"frameworks","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Chi","layer":"frameworks","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-06-24","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Commander.js","layer":"frameworks","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-07-15","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Context Engineering","layer":"practices","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-06-11","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":2,"share":0.0035,"required":2,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":2,"share":0.0035,"required":2,"open_postings":1,"first_seen":"2026-06-11","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Hyper-V","layer":"tools","postings":2,"share":0.0035,"required":2,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Hypothesis","layer":"frameworks","postings":2,"share":0.0035,"required":2,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"LoRA","layer":"ai","postings":2,"share":0.0035,"required":2,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"MPLS","layer":"practices","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-06-11","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"OSPF","layer":"practices","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"PEFT","layer":"ai","postings":2,"share":0.0035,"required":2,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":2,"share":0.0035,"required":2,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-08-07","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Post-training","layer":"practices","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-06-12","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"RLHF","layer":"practices","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-06-12","last_seen":"2026-06-22","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-01-29","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"SAP BTP","layer":"cloud","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-08-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"SAP Fiori","layer":"cloud","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-08-21","last_seen":"2026-09-07","median_stated_pay_usd":null},{"name":"SAP HANA","layer":"data","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2025-01-07","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-06-17","last_seen":"2026-07-15","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":2,"share":0.0035,"required":2,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"TensorFlow C++","layer":"frameworks","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-05-20","last_seen":"2026-07-02","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-06-11","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"VLAN","layer":"practices","postings":2,"share":0.0035,"required":2,"open_postings":1,"first_seen":"2026-07-24","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":2,"share":0.0035,"required":2,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Wireshark","layer":"tools","postings":2,"share":0.0035,"required":2,"open_postings":0,"first_seen":"2026-07-15","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":2,"share":0.0035,"required":1,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":2,"share":0.0035,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":2,"share":0.0035,"required":1,"open_postings":0,"first_seen":"2026-07-22","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":2,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":2,"share":0.0035,"required":1,"open_postings":2,"first_seen":"2026-05-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"MariaDB","layer":"data","postings":2,"share":0.0035,"required":1,"open_postings":2,"first_seen":"2026-06-05","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":2,"share":0.0035,"required":1,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":2,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":2,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":2,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Qt","layer":"frameworks","postings":2,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"SDL","layer":"frameworks","postings":2,"share":0.0035,"required":1,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"SciPy","layer":"frameworks","postings":2,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"SonarQube","layer":"cloud","postings":2,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-05-19","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"VHDL","layer":"languages","postings":2,"share":0.0035,"required":1,"open_postings":1,"first_seen":"2026-03-19","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Zscaler","layer":"cloud","postings":2,"share":0.0035,"required":1,"open_postings":2,"first_seen":"2026-07-01","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"scikit-image","layer":"frameworks","postings":2,"share":0.0035,"required":1,"open_postings":2,"first_seen":"2026-05-20","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"MVVM","layer":"practices","postings":2,"share":0.0035,"required":0,"open_postings":2,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"OrCAD","layer":"tools","postings":2,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-07-24","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":2,"share":0.0035,"required":0,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Rust","layer":"languages","postings":2,"share":0.0035,"required":0,"open_postings":2,"first_seen":"2026-05-26","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":2,"share":0.0035,"required":0,"open_postings":2,"first_seen":"2026-08-03","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"3ds Max","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-06-11","last_seen":"2026-06-11","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2025-01-07","last_seen":"2026-06-26","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-06-11","last_seen":"2026-06-11","median_stated_pay_usd":null},{"name":"Apache Pulsar","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-01-29","last_seen":"2026-01-29","median_stated_pay_usd":null},{"name":"AppDynamics","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"BERT","layer":"ai","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"BeyondTrust","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Blender","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"CDS Views","layer":"other","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"CMake","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"ClickHouse","layer":"data","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-06-18","last_seen":"2026-06-18","median_stated_pay_usd":null},{"name":"Copilot Studio","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"CyberArk","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Db2","layer":"data","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2025-01-07","last_seen":"2026-05-31","median_stated_pay_usd":null},{"name":"Delinea","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Dynatrace","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-01","last_seen":"2026-07-01","median_stated_pay_usd":null},{"name":"Entity Framework Core","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"External Secrets","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-06-11","last_seen":"2026-06-11","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Gitflow","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Gradle","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-05-19","last_seen":"2026-05-19","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"HashiCorp Vault","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"InfiniBand","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-05-13","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"Instructor","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-06-24","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"JAX","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"JQuery","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"KLayout","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-06-02","last_seen":"2026-06-02","median_stated_pay_usd":null},{"name":"Keras","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"Kubeflow","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-06-11","last_seen":"2026-06-11","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"MPI","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-05-13","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"Maya","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Microsoft Fabric","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Modularization","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Motion Planning","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Okta","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-07-15","median_stated_pay_usd":null},{"name":"OpenGL","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"OpenMP","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-05-13","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"Parcel","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Perl","layer":"languages","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2025-11-13","last_seen":"2025-11-13","median_stated_pay_usd":null},{"name":"PoC Library","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-06-11","last_seen":"2026-06-11","median_stated_pay_usd":null},{"name":"Podman","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-07-15","last_seen":"2026-07-15","median_stated_pay_usd":null},{"name":"ROS","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"ROS2","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Recommender Systems","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Rest-Assured","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"SLURM","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-05-13","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"STL","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2024-09-20","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Sass","layer":"languages","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2025-12-09","last_seen":"2025-12-09","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Sensor Fusion","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"State Management","layer":"practices","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-09-06","last_seen":"2026-09-06","median_stated_pay_usd":null},{"name":"SystemVerilog","layer":"languages","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-03-19","last_seen":"2026-03-19","median_stated_pay_usd":null},{"name":"TBB","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-05-13","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-05-13","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"UIKit","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"UVM","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-03-19","last_seen":"2026-03-19","median_stated_pay_usd":null},{"name":"Ubuntu","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-07-15","last_seen":"2026-07-15","median_stated_pay_usd":null},{"name":"Vault","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Verilog","layer":"languages","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-03-19","last_seen":"2026-03-19","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-06-11","last_seen":"2026-06-11","median_stated_pay_usd":null},{"name":"Vitest","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":0,"first_seen":"2026-01-04","last_seen":"2026-01-04","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Webpack","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2025-12-09","last_seen":"2025-12-09","median_stated_pay_usd":null},{"name":"Zabbix","layer":"tools","postings":1,"share":0.0017,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Adobe After Effects","layer":"tools","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Adobe Photoshop","layer":"tools","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Akamai","layer":"cloud","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Asyncio","layer":"frameworks","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Cadence Allegro","layer":"tools","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Corelight","layer":"cloud","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Embedded C","layer":"languages","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"HDL Coder","layer":"tools","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"InfluxDB","layer":"data","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Matplotlib","layer":"frameworks","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":1,"share":0.0017,"required":0,"open_postings":0,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Pillow","layer":"frameworks","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Plotly","layer":"frameworks","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"PySide6","layer":"frameworks","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"SQLAlchemy","layer":"frameworks","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Sentry","layer":"cloud","postings":1,"share":0.0017,"required":0,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Substance 3D Painter","layer":"tools","postings":1,"share":0.0017,"required":0,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Unreal Engine","layer":"frameworks","postings":1,"share":0.0017,"required":0,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"MVVM","first_seen":"2026-09-25"},{"name":"Pandas","first_seen":"2026-09-03"},{"name":"SciPy","first_seen":"2026-09-03"},{"name":"Hallucination","first_seen":"2026-09-02"},{"name":"Hypothesis","first_seen":"2026-08-28"},{"name":"SPSS","first_seen":"2026-08-27"},{"name":"DLP","first_seen":"2026-08-26"},{"name":"ABAP","first_seen":"2026-08-21"}],"rising":[{"name":"Microsoft Excel","share_from":5,"share_to":24},{"name":"Power BI","share_from":5,"share_to":9},{"name":"Windows","share_from":4,"share_to":7},{"name":"Kubernetes","share_from":1,"share_to":4},{"name":"Copilot","share_from":1,"share_to":4},{"name":"Claude","share_from":0,"share_to":3},{"name":"GitHub","share_from":0,"share_to":3},{"name":".NET","share_from":3,"share_to":5}],"falling":[{"name":"CAPA","share_from":11,"share_to":5},{"name":"PyTorch","share_from":9,"share_to":3},{"name":"SolidWorks","share_from":7,"share_to":2},{"name":"TensorFlow","share_from":7,"share_to":2},{"name":"Fine-tuning","share_from":5,"share_to":0},{"name":"GCP","share_from":5,"share_to":1},{"name":"OpenCV","share_from":4,"share_to":0},{"name":"Incident Management","share_from":8,"share_to":5}],"not_seen_180d":[]},"similar_stacks":[{"name":"Applied Materials","url":"https://alion.io/company/applied-materials/technologies","shared_technologies":251},{"name":"KLA Corporation","url":"https://alion.io/company/kla/technologies","shared_technologies":185},{"name":"Dell Technologies","url":"https://alion.io/company/dell-technologies/technologies","shared_technologies":167},{"name":"Hitachi","url":"https://alion.io/company/hitachi/technologies","shared_technologies":212},{"name":"Airbus","url":"https://alion.io/company/airbus/technologies","shared_technologies":224},{"name":"Micron Technology","url":"https://alion.io/company/micron-technology/technologies","shared_technologies":201},{"name":"Lockheed Martin","url":"https://alion.io/company/lockheedmartin/technologies","shared_technologies":195},{"name":"Hewlett Packard Enterprise","url":"https://alion.io/company/hewlett-packard-enterprise/technologies","shared_technologies":213}],"html_url":"https://alion.io/company/amat/technologies","json_url":"https://alion.io/company/amat/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-26T11:34:47Z","generated_at":"2026-09-27T02:00:42Z"}}