{"company":{"id":1043512,"name":"UnitedHealth Group","domain":"unitedhealthgroup.com","url":"https://alion.io/company/unitedhealthgrp"},"answer":"UnitedHealth Group builds mostly with Python, SQL, Java, JavaScript. Its stack also includes Azure, AWS, Snowflake, React.js. Azure is named in 412 of the 960 job postings UnitedHealth Group published in the last 12 months (43%). Counted by Alion from the job postings of UnitedHealth Group, updated Oct 18, 2026.","window_days":365,"postings_analysed":960,"open_postings":960,"technologies_in_use":488,"modernity_score":76,"ai_adoption":true,"technologies":[{"name":"Azure","layer":"cloud","postings":412,"share":0.4292,"required":320,"open_postings":412,"first_seen":"2026-04-02","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"Python","layer":"languages","postings":374,"share":0.3896,"required":332,"open_postings":374,"first_seen":"2026-04-28","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"CI/CD","layer":"practices","postings":327,"share":0.3406,"required":285,"open_postings":327,"first_seen":"2026-04-02","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"SQL","layer":"languages","postings":289,"share":0.301,"required":245,"open_postings":289,"first_seen":"2026-05-29","last_seen":"2026-10-17","median_stated_pay_usd":163700},{"name":"AWS","layer":"cloud","postings":268,"share":0.2792,"required":217,"open_postings":268,"first_seen":"2026-04-28","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"AI Agents","layer":"practices","postings":216,"share":0.225,"required":188,"open_postings":216,"first_seen":"2026-05-20","last_seen":"2026-10-17","median_stated_pay_usd":214500},{"name":"Machine Learning","layer":"practices","postings":205,"share":0.2135,"required":169,"open_postings":205,"first_seen":"2026-04-28","last_seen":"2026-10-17","median_stated_pay_usd":214500},{"name":"Kubernetes","layer":"cloud","postings":187,"share":0.1948,"required":121,"open_postings":187,"first_seen":"2026-06-28","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"RAG","layer":"practices","postings":186,"share":0.1938,"required":158,"open_postings":186,"first_seen":"2026-06-15","last_seen":"2026-10-17","median_stated_pay_usd":214500},{"name":"GCP","layer":"cloud","postings":183,"share":0.1906,"required":141,"open_postings":183,"first_seen":"2026-04-28","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"Databricks","layer":"cloud","postings":169,"share":0.176,"required":116,"open_postings":169,"first_seen":"2026-04-02","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"Microsoft Excel","layer":"tools","postings":156,"share":0.1625,"required":139,"open_postings":156,"first_seen":"2026-06-23","last_seen":"2026-10-16","median_stated_pay_usd":130000},{"name":"Docker","layer":"tools","postings":153,"share":0.1594,"required":110,"open_postings":153,"first_seen":"2026-04-02","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"Java","layer":"languages","postings":149,"share":0.1552,"required":111,"open_postings":149,"first_seen":"2026-07-23","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"JavaScript","layer":"languages","postings":143,"share":0.149,"required":56,"open_postings":143,"first_seen":"2026-04-28","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"LLM","layer":"ai","postings":140,"share":0.1458,"required":120,"open_postings":140,"first_seen":"2026-04-28","last_seen":"2026-10-17","median_stated_pay_usd":214500},{"name":"Snowflake","layer":"data","postings":122,"share":0.1271,"required":82,"open_postings":122,"first_seen":"2026-04-02","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Spark","layer":"cloud","postings":101,"share":0.1052,"required":57,"open_postings":101,"first_seen":"2026-06-29","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Rest API","layer":"tools","postings":97,"share":0.101,"required":83,"open_postings":97,"first_seen":"2026-06-29","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"NLP","layer":"practices","postings":96,"share":0.1,"required":77,"open_postings":96,"first_seen":"2026-06-15","last_seen":"2026-10-17","median_stated_pay_usd":214500},{"name":"Prompt Engineering","layer":"practices","postings":96,"share":0.1,"required":70,"open_postings":96,"first_seen":"2026-06-15","last_seen":"2026-10-16","median_stated_pay_usd":214500},{"name":"Windows","layer":"cloud","postings":95,"share":0.099,"required":89,"open_postings":95,"first_seen":"2026-05-29","last_seen":"2026-10-16","median_stated_pay_usd":84000},{"name":"TypeScript","layer":"languages","postings":92,"share":0.0958,"required":50,"open_postings":92,"first_seen":"2026-07-13","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"Terraform","layer":"tools","postings":90,"share":0.0938,"required":67,"open_postings":90,"first_seen":"2026-04-02","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Power BI","layer":"cloud","postings":90,"share":0.0938,"required":49,"open_postings":90,"first_seen":"2026-06-04","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"GitHub","layer":"cloud","postings":88,"share":0.0917,"required":76,"open_postings":88,"first_seen":"2026-04-28","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Git","layer":"tools","postings":88,"share":0.0917,"required":75,"open_postings":88,"first_seen":"2026-07-16","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"GitHub Actions","layer":"cloud","postings":88,"share":0.0917,"required":73,"open_postings":88,"first_seen":"2026-07-01","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"Copilot","layer":"tools","postings":83,"share":0.0865,"required":49,"open_postings":83,"first_seen":"2026-06-04","last_seen":"2026-10-17","median_stated_pay_usd":163700},{"name":"React.js","layer":"frameworks","postings":81,"share":0.0844,"required":64,"open_postings":81,"first_seen":"2026-04-28","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"LangChain","layer":"frameworks","postings":80,"share":0.0833,"required":48,"open_postings":80,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":214500},{"name":"Apache Kafka","layer":"cloud","postings":79,"share":0.0823,"required":52,"open_postings":79,"first_seen":"2026-04-02","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"OpenAI","layer":"cloud","postings":75,"share":0.0781,"required":53,"open_postings":75,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"PyTorch","layer":"frameworks","postings":71,"share":0.074,"required":59,"open_postings":71,"first_seen":"2026-06-29","last_seen":"2026-10-16","median_stated_pay_usd":214500},{"name":"Spring Boot","layer":"frameworks","postings":70,"share":0.0729,"required":66,"open_postings":70,"first_seen":"2026-07-23","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"ETL/ELT","layer":"practices","postings":68,"share":0.0708,"required":62,"open_postings":68,"first_seen":"2026-04-02","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"Jenkins","layer":"tools","postings":62,"share":0.0646,"required":51,"open_postings":62,"first_seen":"2026-04-02","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"TensorFlow","layer":"frameworks","postings":61,"share":0.0635,"required":52,"open_postings":61,"first_seen":"2026-06-29","last_seen":"2026-10-16","median_stated_pay_usd":204050},{"name":"Splunk","layer":"cloud","postings":61,"share":0.0635,"required":50,"open_postings":61,"first_seen":"2026-07-01","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Embeddings","layer":"practices","postings":60,"share":0.0625,"required":58,"open_postings":60,"first_seen":"2026-06-28","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"Azure DevOps","layer":"cloud","postings":55,"share":0.0573,"required":40,"open_postings":55,"first_seen":"2026-05-29","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"Platform Engineering","layer":"practices","postings":54,"share":0.0563,"required":51,"open_postings":54,"first_seen":"2026-05-29","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Angular","layer":"frameworks","postings":51,"share":0.0531,"required":41,"open_postings":51,"first_seen":"2026-08-04","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"C#","layer":"languages","postings":51,"share":0.0531,"required":28,"open_postings":51,"first_seen":"2026-07-01","last_seen":"2026-10-17","median_stated_pay_usd":163700},{"name":"LLM Guardrails","layer":"practices","postings":50,"share":0.0521,"required":42,"open_postings":50,"first_seen":"2026-04-28","last_seen":"2026-10-16","median_stated_pay_usd":214500},{"name":"Incident Management","layer":"practices","postings":50,"share":0.0521,"required":40,"open_postings":50,"first_seen":"2026-06-17","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"Semantic Search","layer":"practices","postings":49,"share":0.051,"required":45,"open_postings":49,"first_seen":"2026-06-28","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"Semantic Search","layer":"practices","postings":49,"share":0.051,"required":45,"open_postings":49,"first_seen":"2026-06-28","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"PostgreSQL","layer":"data","postings":49,"share":0.051,"required":35,"open_postings":49,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"pySpark","layer":"tools","postings":48,"share":0.05,"required":38,"open_postings":48,"first_seen":"2026-07-21","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"LangGraph","layer":"frameworks","postings":47,"share":0.049,"required":28,"open_postings":47,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":249500},{"name":"Grafana","layer":"cloud","postings":46,"share":0.0479,"required":33,"open_postings":46,"first_seen":"2026-05-29","last_seen":"2026-10-16","median_stated_pay_usd":173767},{"name":"Tableau","layer":"cloud","postings":46,"share":0.0479,"required":25,"open_postings":46,"first_seen":"2026-07-13","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"Node JS","layer":"languages","postings":45,"share":0.0469,"required":36,"open_postings":45,"first_seen":"2026-04-28","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Agentic Workflows","layer":"practices","postings":44,"share":0.0458,"required":35,"open_postings":44,"first_seen":"2026-07-06","last_seen":"2026-10-16","median_stated_pay_usd":222650},{"name":"MySQL","layer":"data","postings":43,"share":0.0448,"required":39,"open_postings":43,"first_seen":"2026-08-04","last_seen":"2026-10-16","median_stated_pay_usd":188517},{"name":"Human-in-the-Loop","layer":"practices","postings":39,"share":0.0406,"required":32,"open_postings":39,"first_seen":"2026-05-28","last_seen":"2026-10-16","median_stated_pay_usd":230800},{"name":"Fine-tuning","layer":"practices","postings":39,"share":0.0406,"required":27,"open_postings":39,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":214500},{"name":"Claude","layer":"ai","postings":38,"share":0.0396,"required":32,"open_postings":38,"first_seen":"2026-06-28","last_seen":"2026-10-17","median_stated_pay_usd":169850},{"name":"Azure Data Factory","layer":"tools","postings":36,"share":0.0375,"required":30,"open_postings":36,"first_seen":"2026-04-02","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"Scala","layer":"languages","postings":35,"share":0.0365,"required":31,"open_postings":35,"first_seen":"2026-07-28","last_seen":"2026-10-15","median_stated_pay_usd":193200},{"name":"Azure AKS","layer":"cloud","postings":35,"share":0.0365,"required":27,"open_postings":35,"first_seen":"2026-08-10","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Scikit-learn","layer":"frameworks","postings":34,"share":0.0354,"required":29,"open_postings":34,"first_seen":"2026-08-27","last_seen":"2026-10-17","median_stated_pay_usd":214500},{"name":"MLFlow","layer":"cloud","postings":32,"share":0.0333,"required":15,"open_postings":32,"first_seen":"2026-06-29","last_seen":"2026-10-16","median_stated_pay_usd":214500},{"name":"Model Context Protocol","layer":"tools","postings":31,"share":0.0323,"required":22,"open_postings":31,"first_seen":"2026-07-13","last_seen":"2026-10-17","median_stated_pay_usd":214500},{"name":"SLI/SLO/SLA","layer":"practices","postings":29,"share":0.0302,"required":27,"open_postings":29,"first_seen":"2026-07-27","last_seen":"2026-10-14","median_stated_pay_usd":163700},{"name":"Anomaly Detection","layer":"practices","postings":28,"share":0.0292,"required":26,"open_postings":28,"first_seen":"2026-06-17","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"PowerShell","layer":"languages","postings":28,"share":0.0292,"required":23,"open_postings":28,"first_seen":"2026-05-29","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"IAM","layer":"practices","postings":28,"share":0.0292,"required":22,"open_postings":28,"first_seen":"2026-04-28","last_seen":"2026-10-16","median_stated_pay_usd":178450},{"name":"Dynatrace","layer":"cloud","postings":28,"share":0.0292,"required":20,"open_postings":28,"first_seen":"2026-05-29","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"FastAPI","layer":"frameworks","postings":28,"share":0.0292,"required":20,"open_postings":28,"first_seen":"2026-06-29","last_seen":"2026-10-16","median_stated_pay_usd":178450},{"name":"Prometheus","layer":"tools","postings":28,"share":0.0292,"required":20,"open_postings":28,"first_seen":"2026-07-09","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":".NET","layer":"cloud","postings":27,"share":0.0281,"required":24,"open_postings":27,"first_seen":"2026-07-01","last_seen":"2026-10-17","median_stated_pay_usd":161600},{"name":"GraphQL","layer":"tools","postings":26,"share":0.0271,"required":23,"open_postings":26,"first_seen":"2026-08-10","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Semantic Kernel","layer":"tools","postings":26,"share":0.0271,"required":10,"open_postings":26,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":249500},{"name":"Multi-Agent Systems","layer":"practices","postings":25,"share":0.026,"required":18,"open_postings":25,"first_seen":"2026-05-28","last_seen":"2026-10-15","median_stated_pay_usd":230800},{"name":"Tool Use","layer":"practices","postings":24,"share":0.025,"required":22,"open_postings":24,"first_seen":"2026-08-04","last_seen":"2026-10-16","median_stated_pay_usd":230800},{"name":"Amazon EKS","layer":"cloud","postings":24,"share":0.025,"required":19,"open_postings":24,"first_seen":"2026-07-21","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Function Calling","layer":"practices","postings":23,"share":0.024,"required":21,"open_postings":23,"first_seen":"2026-08-04","last_seen":"2026-10-16","median_stated_pay_usd":230800},{"name":"Figma","layer":"cloud","postings":23,"share":0.024,"required":20,"open_postings":23,"first_seen":"2026-06-25","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"LLMOps","layer":"practices","postings":23,"share":0.024,"required":20,"open_postings":23,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":214500},{"name":"Amazon SageMaker","layer":"cloud","postings":23,"share":0.024,"required":11,"open_postings":23,"first_seen":"2026-06-29","last_seen":"2026-10-16","median_stated_pay_usd":214500},{"name":"Edge AI","layer":"practices","postings":22,"share":0.0229,"required":21,"open_postings":22,"first_seen":"2026-06-28","last_seen":"2026-10-15","median_stated_pay_usd":214500},{"name":"Reinforcement Learning","layer":"practices","postings":22,"share":0.0229,"required":19,"open_postings":22,"first_seen":"2026-08-06","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":22,"share":0.0229,"required":17,"open_postings":22,"first_seen":"2026-06-28","last_seen":"2026-10-15","median_stated_pay_usd":222650},{"name":"Hadoop","layer":"frameworks","postings":22,"share":0.0229,"required":16,"open_postings":22,"first_seen":"2026-07-28","last_seen":"2026-10-09","median_stated_pay_usd":193200},{"name":"Datadog","layer":"cloud","postings":22,"share":0.0229,"required":13,"open_postings":22,"first_seen":"2026-07-09","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"Ansible","layer":"tools","postings":22,"share":0.0229,"required":12,"open_postings":22,"first_seen":"2026-07-09","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"AWS Lambda","layer":"cloud","postings":21,"share":0.0219,"required":17,"open_postings":21,"first_seen":"2026-05-20","last_seen":"2026-10-15","median_stated_pay_usd":193200},{"name":"Linux","layer":"cloud","postings":21,"share":0.0219,"required":16,"open_postings":21,"first_seen":"2026-08-05","last_seen":"2026-10-13","median_stated_pay_usd":163700},{"name":"Amazon S3","layer":"cloud","postings":21,"share":0.0219,"required":15,"open_postings":21,"first_seen":"2026-07-21","last_seen":"2026-10-15","median_stated_pay_usd":193200},{"name":"Knowledge Graph","layer":"practices","postings":21,"share":0.0219,"required":15,"open_postings":21,"first_seen":"2026-06-23","last_seen":"2026-10-16","median_stated_pay_usd":249500},{"name":"AWS Bedrock","layer":"cloud","postings":21,"share":0.0219,"required":14,"open_postings":21,"first_seen":"2026-05-20","last_seen":"2026-10-15","median_stated_pay_usd":214500},{"name":"Delta Lake","layer":"data","postings":21,"share":0.0219,"required":11,"open_postings":21,"first_seen":"2026-04-02","last_seen":"2026-10-15","median_stated_pay_usd":193200},{"name":"Anthropic","layer":"cloud","postings":20,"share":0.0208,"required":15,"open_postings":20,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":20,"share":0.0208,"required":7,"open_postings":20,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":214500},{"name":"MS SQL","layer":"data","postings":19,"share":0.0198,"required":15,"open_postings":19,"first_seen":"2026-08-05","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"SAS","layer":"languages","postings":19,"share":0.0198,"required":15,"open_postings":19,"first_seen":"2026-08-17","last_seen":"2026-10-15","median_stated_pay_usd":163700},{"name":"NumPy","layer":"frameworks","postings":18,"share":0.0188,"required":17,"open_postings":18,"first_seen":"2026-09-01","last_seen":"2026-10-16","median_stated_pay_usd":214500},{"name":"Azure SQL Database","layer":"data","postings":18,"share":0.0188,"required":16,"open_postings":18,"first_seen":"2026-08-10","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"Next.js","layer":"frameworks","postings":18,"share":0.0188,"required":14,"open_postings":18,"first_seen":"2026-08-10","last_seen":"2026-10-16","median_stated_pay_usd":222650},{"name":"Pinecone","layer":"data","postings":18,"share":0.0188,"required":11,"open_postings":18,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":18,"share":0.0188,"required":9,"open_postings":18,"first_seen":"2026-06-28","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":17,"share":0.0177,"required":12,"open_postings":17,"first_seen":"2026-07-01","last_seen":"2026-10-15","median_stated_pay_usd":193200},{"name":"FAISS","layer":"frameworks","postings":17,"share":0.0177,"required":12,"open_postings":17,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":17,"share":0.0177,"required":11,"open_postings":17,"first_seen":"2026-06-29","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Hibernate","layer":"frameworks","postings":16,"share":0.0167,"required":15,"open_postings":16,"first_seen":"2026-08-10","last_seen":"2026-10-14","median_stated_pay_usd":249500},{"name":"Time Series Forecasting","layer":"practices","postings":16,"share":0.0167,"required":14,"open_postings":16,"first_seen":"2026-08-25","last_seen":"2026-10-17","median_stated_pay_usd":188517},{"name":"Unix","layer":"cloud","postings":16,"share":0.0167,"required":13,"open_postings":16,"first_seen":"2026-08-05","last_seen":"2026-10-13","median_stated_pay_usd":163700},{"name":"Amazon ECS","layer":"cloud","postings":16,"share":0.0167,"required":11,"open_postings":16,"first_seen":"2026-07-21","last_seen":"2026-10-15","median_stated_pay_usd":230800},{"name":"CloudFormation","layer":"tools","postings":16,"share":0.0167,"required":10,"open_postings":16,"first_seen":"2026-08-13","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"AutoGen","layer":"frameworks","postings":16,"share":0.0167,"required":6,"open_postings":16,"first_seen":"2026-06-28","last_seen":"2026-10-15","median_stated_pay_usd":203850},{"name":"Oracle","layer":"data","postings":15,"share":0.0156,"required":14,"open_postings":15,"first_seen":"2026-08-21","last_seen":"2026-10-13","median_stated_pay_usd":163700},{"name":"Computer Vision","layer":"practices","postings":15,"share":0.0156,"required":13,"open_postings":15,"first_seen":"2026-07-28","last_seen":"2026-10-16","median_stated_pay_usd":249500},{"name":"Pandas","layer":"frameworks","postings":15,"share":0.0156,"required":13,"open_postings":15,"first_seen":"2026-08-27","last_seen":"2026-10-15","median_stated_pay_usd":214500},{"name":"Multimodal AI","layer":"practices","postings":15,"share":0.0156,"required":11,"open_postings":15,"first_seen":"2026-07-23","last_seen":"2026-10-17","median_stated_pay_usd":193200},{"name":"OCR","layer":"practices","postings":15,"share":0.0156,"required":11,"open_postings":15,"first_seen":"2026-08-18","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":15,"share":0.0156,"required":10,"open_postings":15,"first_seen":"2026-08-18","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Kubeflow","layer":"cloud","postings":15,"share":0.0156,"required":2,"open_postings":15,"first_seen":"2026-06-29","last_seen":"2026-10-16","median_stated_pay_usd":232000},{"name":"SOAP","layer":"practices","postings":14,"share":0.0146,"required":14,"open_postings":14,"first_seen":"2026-08-06","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":14,"share":0.0146,"required":14,"open_postings":14,"first_seen":"2026-07-13","last_seen":"2026-10-16","median_stated_pay_usd":130000},{"name":"AIOps","layer":"practices","postings":14,"share":0.0146,"required":13,"open_postings":14,"first_seen":"2026-06-17","last_seen":"2026-10-14","median_stated_pay_usd":193200},{"name":"Google ADK","layer":"tools","postings":14,"share":0.0146,"required":10,"open_postings":14,"first_seen":"2026-09-15","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":14,"share":0.0146,"required":10,"open_postings":14,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":13,"share":0.0135,"required":11,"open_postings":13,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":13,"share":0.0135,"required":11,"open_postings":13,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"TCP/IP","layer":"practices","postings":13,"share":0.0135,"required":10,"open_postings":13,"first_seen":"2026-07-20","last_seen":"2026-10-14","median_stated_pay_usd":178450},{"name":"OpenAI Codex","layer":"tools","postings":13,"share":0.0135,"required":9,"open_postings":13,"first_seen":"2026-08-17","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":13,"share":0.0135,"required":8,"open_postings":13,"first_seen":"2026-08-25","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":13,"share":0.0135,"required":8,"open_postings":13,"first_seen":"2026-08-25","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":13,"share":0.0135,"required":6,"open_postings":13,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":12,"share":0.0125,"required":11,"open_postings":12,"first_seen":"2026-08-24","last_seen":"2026-10-15","median_stated_pay_usd":163700},{"name":"DNS","layer":"practices","postings":12,"share":0.0125,"required":11,"open_postings":12,"first_seen":"2026-07-15","last_seen":"2026-10-14","median_stated_pay_usd":163700},{"name":"JUnit","layer":"frameworks","postings":12,"share":0.0125,"required":11,"open_postings":12,"first_seen":"2026-08-04","last_seen":"2026-10-15","median_stated_pay_usd":163700},{"name":"Recommender Systems","layer":"practices","postings":12,"share":0.0125,"required":10,"open_postings":12,"first_seen":"2026-08-25","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":12,"share":0.0125,"required":8,"open_postings":12,"first_seen":"2026-07-21","last_seen":"2026-10-15","median_stated_pay_usd":214500},{"name":"Go","layer":"languages","postings":11,"share":0.0115,"required":11,"open_postings":11,"first_seen":"2026-08-18","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":11,"share":0.0115,"required":10,"open_postings":11,"first_seen":"2026-09-21","last_seen":"2026-10-14","median_stated_pay_usd":193200},{"name":"GitOps","layer":"practices","postings":11,"share":0.0115,"required":8,"open_postings":11,"first_seen":"2026-08-31","last_seen":"2026-10-15","median_stated_pay_usd":178450},{"name":"Hugging Face","layer":"cloud","postings":11,"share":0.0115,"required":8,"open_postings":11,"first_seen":"2026-08-06","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":11,"share":0.0115,"required":8,"open_postings":11,"first_seen":"2026-08-12","last_seen":"2026-10-13","median_stated_pay_usd":193200},{"name":"DynamoDB","layer":"data","postings":11,"share":0.0115,"required":7,"open_postings":11,"first_seen":"2026-09-09","last_seen":"2026-10-14","median_stated_pay_usd":193200},{"name":"Informatica","layer":"tools","postings":11,"share":0.0115,"required":7,"open_postings":11,"first_seen":"2026-08-17","last_seen":"2026-10-14","median_stated_pay_usd":193200},{"name":"Microsoft Fabric","layer":"cloud","postings":11,"share":0.0115,"required":7,"open_postings":11,"first_seen":"2026-07-23","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"pgvector","layer":"frameworks","postings":11,"share":0.0115,"required":4,"open_postings":11,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":10,"share":0.0104,"required":10,"open_postings":10,"first_seen":"2026-07-13","last_seen":"2026-10-15","median_stated_pay_usd":158693},{"name":"Self-Healing","layer":"practices","postings":10,"share":0.0104,"required":10,"open_postings":10,"first_seen":"2026-06-17","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Shift-Left","layer":"practices","postings":10,"share":0.0104,"required":10,"open_postings":10,"first_seen":"2026-07-06","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Speech Recognition","layer":"practices","postings":10,"share":0.0104,"required":9,"open_postings":10,"first_seen":"2026-07-28","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"LoRA","layer":"ai","postings":10,"share":0.0104,"required":8,"open_postings":10,"first_seen":"2026-06-28","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Chroma","layer":"data","postings":10,"share":0.0104,"required":7,"open_postings":10,"first_seen":"2026-06-28","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"Teradata","layer":"data","postings":10,"share":0.0104,"required":7,"open_postings":10,"first_seen":"2026-09-21","last_seen":"2026-10-13","median_stated_pay_usd":163700},{"name":"ChatGPT","layer":"ai","postings":10,"share":0.0104,"required":6,"open_postings":10,"first_seen":"2026-07-13","last_seen":"2026-10-13","median_stated_pay_usd":146850},{"name":"GraphRAG","layer":"practices","postings":10,"share":0.0104,"required":6,"open_postings":10,"first_seen":"2026-07-21","last_seen":"2026-10-16","median_stated_pay_usd":249500},{"name":"PEFT","layer":"ai","postings":10,"share":0.0104,"required":2,"open_postings":10,"first_seen":"2026-06-28","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":9,"share":0.0094,"required":8,"open_postings":9,"first_seen":"2026-08-24","last_seen":"2026-10-14","median_stated_pay_usd":193200},{"name":"Db2","layer":"data","postings":9,"share":0.0094,"required":8,"open_postings":9,"first_seen":"2026-08-18","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"SIEM","layer":"cloud","postings":9,"share":0.0094,"required":8,"open_postings":9,"first_seen":"2026-06-09","last_seen":"2026-10-13","median_stated_pay_usd":178450},{"name":"Maven","layer":"tools","postings":9,"share":0.0094,"required":7,"open_postings":9,"first_seen":"2026-09-15","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":9,"share":0.0094,"required":6,"open_postings":9,"first_seen":"2026-07-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Azure Cosmos DB","layer":"data","postings":9,"share":0.0094,"required":5,"open_postings":9,"first_seen":"2026-09-29","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":9,"share":0.0094,"required":5,"open_postings":9,"first_seen":"2026-08-18","last_seen":"2026-10-16","median_stated_pay_usd":249500},{"name":"Copilot Studio","layer":"cloud","postings":9,"share":0.0094,"required":4,"open_postings":9,"first_seen":"2026-09-15","last_seen":"2026-10-16","median_stated_pay_usd":178450},{"name":"Keras","layer":"frameworks","postings":8,"share":0.0083,"required":8,"open_postings":8,"first_seen":"2026-08-27","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":8,"share":0.0083,"required":8,"open_postings":8,"first_seen":"2026-07-13","last_seen":"2026-10-15","median_stated_pay_usd":163700},{"name":"Hybrid Search","layer":"practices","postings":8,"share":0.0083,"required":6,"open_postings":8,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":8,"share":0.0083,"required":5,"open_postings":8,"first_seen":"2026-06-17","last_seen":"2026-10-13","median_stated_pay_usd":230800},{"name":"Active Directory","layer":"cloud","postings":8,"share":0.0083,"required":4,"open_postings":8,"first_seen":"2026-08-19","last_seen":"2026-10-15","median_stated_pay_usd":178450},{"name":"FinOps","layer":"practices","postings":8,"share":0.0083,"required":4,"open_postings":8,"first_seen":"2026-08-18","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":8,"share":0.0083,"required":4,"open_postings":8,"first_seen":"2026-08-10","last_seen":"2026-10-09","median_stated_pay_usd":188517},{"name":"Bash","layer":"languages","postings":7,"share":0.0073,"required":7,"open_postings":7,"first_seen":"2026-08-18","last_seen":"2026-10-14","median_stated_pay_usd":193200},{"name":"Cypress","layer":"frameworks","postings":7,"share":0.0073,"required":7,"open_postings":7,"first_seen":"2026-07-13","last_seen":"2026-10-15","median_stated_pay_usd":158693},{"name":"React Native","layer":"frameworks","postings":7,"share":0.0073,"required":7,"open_postings":7,"first_seen":"2026-09-02","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Spring Data JPA","layer":"frameworks","postings":7,"share":0.0073,"required":7,"open_postings":7,"first_seen":"2026-08-28","last_seen":"2026-10-14","median_stated_pay_usd":249500},{"name":"Amazon EC2","layer":"cloud","postings":7,"share":0.0073,"required":6,"open_postings":7,"first_seen":"2026-09-15","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Milvus","layer":"data","postings":7,"share":0.0073,"required":6,"open_postings":7,"first_seen":"2026-09-04","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"SAP BusinessObjects","layer":"cloud","postings":7,"share":0.0073,"required":6,"open_postings":7,"first_seen":"2026-08-28","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Spring MVC","layer":"frameworks","postings":7,"share":0.0073,"required":6,"open_postings":7,"first_seen":"2026-08-14","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":7,"share":0.0073,"required":6,"open_postings":7,"first_seen":"2026-08-27","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":7,"share":0.0073,"required":5,"open_postings":7,"first_seen":"2026-08-31","last_seen":"2026-10-13","median_stated_pay_usd":146850},{"name":"PKI","layer":"practices","postings":7,"share":0.0073,"required":5,"open_postings":7,"first_seen":"2026-08-11","last_seen":"2026-10-13","median_stated_pay_usd":130000},{"name":"Streamlit","layer":"frameworks","postings":7,"share":0.0073,"required":5,"open_postings":7,"first_seen":"2026-08-06","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":7,"share":0.0073,"required":4,"open_postings":7,"first_seen":"2026-08-25","last_seen":"2026-10-16","median_stated_pay_usd":163700},{"name":"dbt","layer":"tools","postings":7,"share":0.0073,"required":4,"open_postings":7,"first_seen":"2026-09-03","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":7,"share":0.0073,"required":2,"open_postings":7,"first_seen":"2026-08-25","last_seen":"2026-10-13","median_stated_pay_usd":193200},{"name":"Entity Framework Core","layer":"frameworks","postings":6,"share":0.0063,"required":6,"open_postings":6,"first_seen":"2026-08-17","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":6,"share":0.0063,"required":6,"open_postings":6,"first_seen":"2026-09-30","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Redux","layer":"frameworks","postings":6,"share":0.0063,"required":6,"open_postings":6,"first_seen":"2026-09-02","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"SSIS","layer":"tools","postings":6,"share":0.0063,"required":6,"open_postings":6,"first_seen":"2026-09-15","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":6,"share":0.0063,"required":6,"open_postings":6,"first_seen":"2026-09-08","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Google GKE","layer":"cloud","postings":6,"share":0.0063,"required":5,"open_postings":6,"first_seen":"2026-09-14","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"JFrog Artifactory","layer":"tools","postings":6,"share":0.0063,"required":5,"open_postings":6,"first_seen":"2026-08-27","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"SRE","layer":"practices","postings":6,"share":0.0063,"required":5,"open_postings":6,"first_seen":"2026-10-01","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":6,"share":0.0063,"required":4,"open_postings":6,"first_seen":"2026-08-18","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"COBOL","layer":"languages","postings":6,"share":0.0063,"required":4,"open_postings":6,"first_seen":"2026-08-17","last_seen":"2026-10-16","median_stated_pay_usd":193200},{"name":"Context Engineering","layer":"practices","postings":6,"share":0.0063,"required":4,"open_postings":6,"first_seen":"2026-06-28","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"QLoRA","layer":"ai","postings":6,"share":0.0063,"required":4,"open_postings":6,"first_seen":"2026-06-28","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Quantization","layer":"practices","postings":6,"share":0.0063,"required":4,"open_postings":6,"first_seen":"2026-06-28","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"SonarQube","layer":"cloud","postings":6,"share":0.0063,"required":3,"open_postings":6,"first_seen":"2026-07-13","last_seen":"2026-10-15","median_stated_pay_usd":163700},{"name":"Digital Twin","layer":"practices","postings":6,"share":0.0063,"required":2,"open_postings":6,"first_seen":"2026-10-01","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":6,"share":0.0063,"required":2,"open_postings":6,"first_seen":"2026-09-15","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":6,"share":0.0063,"required":1,"open_postings":6,"first_seen":"2026-09-15","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Matplotlib","layer":"frameworks","postings":6,"share":0.0063,"required":1,"open_postings":6,"first_seen":"2026-08-18","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":5,"share":0.0052,"required":5,"open_postings":5,"first_seen":"2026-08-31","last_seen":"2026-10-09","median_stated_pay_usd":163700},{"name":"Data Vault","layer":"practices","postings":5,"share":0.0052,"required":5,"open_postings":5,"first_seen":"2026-09-03","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Jest","layer":"frameworks","postings":5,"share":0.0052,"required":5,"open_postings":5,"first_seen":"2026-10-01","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":5,"share":0.0052,"required":5,"open_postings":5,"first_seen":"2026-08-12","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Mockito","layer":"frameworks","postings":5,"share":0.0052,"required":5,"open_postings":5,"first_seen":"2026-09-15","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Rest-Assured","layer":"frameworks","postings":5,"share":0.0052,"required":5,"open_postings":5,"first_seen":"2026-07-13","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"npm","layer":"tools","postings":5,"share":0.0052,"required":5,"open_postings":5,"first_seen":"2026-08-10","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"A2A","layer":"tools","postings":5,"share":0.0052,"required":4,"open_postings":5,"first_seen":"2026-08-26","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"AWS Strands Agents","layer":"frameworks","postings":5,"share":0.0052,"required":4,"open_postings":5,"first_seen":"2026-05-20","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Interpretability","layer":"practices","postings":5,"share":0.0052,"required":4,"open_postings":5,"first_seen":"2026-09-11","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Langfuse","layer":"cloud","postings":5,"share":0.0052,"required":4,"open_postings":5,"first_seen":"2026-08-04","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Mistral","layer":"ai","postings":5,"share":0.0052,"required":4,"open_postings":5,"first_seen":"2026-06-28","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":5,"share":0.0052,"required":4,"open_postings":5,"first_seen":"2026-08-12","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"SFT","layer":"practices","postings":5,"share":0.0052,"required":4,"open_postings":5,"first_seen":"2026-06-28","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":5,"share":0.0052,"required":4,"open_postings":5,"first_seen":"2026-08-25","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"XGBoost","layer":"frameworks","postings":5,"share":0.0052,"required":4,"open_postings":5,"first_seen":"2026-08-05","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Alteryx","layer":"tools","postings":5,"share":0.0052,"required":3,"open_postings":5,"first_seen":"2026-08-25","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":5,"share":0.0052,"required":3,"open_postings":5,"first_seen":"2026-09-03","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Bicep","layer":"tools","postings":5,"share":0.0052,"required":3,"open_postings":5,"first_seen":"2026-09-03","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":5,"share":0.0052,"required":3,"open_postings":5,"first_seen":"2026-08-10","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"AWS Bedrock AgentCore","layer":"cloud","postings":5,"share":0.0052,"required":2,"open_postings":5,"first_seen":"2026-05-20","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Amazon Kinesis","layer":"cloud","postings":5,"share":0.0052,"required":2,"open_postings":5,"first_seen":"2026-08-18","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"JMeter","layer":"tools","postings":5,"share":0.0052,"required":0,"open_postings":5,"first_seen":"2026-07-13","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Neo4j","layer":"data","postings":5,"share":0.0052,"required":0,"open_postings":5,"first_seen":"2026-06-28","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":4,"share":0.0042,"required":4,"open_postings":4,"first_seen":"2026-07-27","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Blue-Green Deployment","layer":"practices","postings":4,"share":0.0042,"required":4,"open_postings":4,"first_seen":"2026-08-09","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Cucumber","layer":"frameworks","postings":4,"share":0.0042,"required":4,"open_postings":4,"first_seen":"2026-08-20","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"HashiCorp Vault","layer":"tools","postings":4,"share":0.0042,"required":4,"open_postings":4,"first_seen":"2026-08-19","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"InfiniBand","layer":"tools","postings":4,"share":0.0042,"required":4,"open_postings":4,"first_seen":"2026-09-04","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"NCCL","layer":"frameworks","postings":4,"share":0.0042,"required":4,"open_postings":4,"first_seen":"2026-09-04","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":4,"share":0.0042,"required":4,"open_postings":4,"first_seen":"2026-07-06","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Red Hat","layer":"cloud","postings":4,"share":0.0042,"required":4,"open_postings":4,"first_seen":"2026-09-14","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Spring Security","layer":"frameworks","postings":4,"share":0.0042,"required":4,"open_postings":4,"first_seen":"2026-09-09","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"State Management","layer":"practices","postings":4,"share":0.0042,"required":4,"open_postings":4,"first_seen":"2026-09-09","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Together AI","layer":"cloud","postings":4,"share":0.0042,"required":4,"open_postings":4,"first_seen":"2026-08-06","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Tokenization","layer":"practices","postings":4,"share":0.0042,"required":4,"open_postings":4,"first_seen":"2026-06-28","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"ASP.NET Core","layer":"frameworks","postings":4,"share":0.0042,"required":3,"open_postings":4,"first_seen":"2026-08-17","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":4,"share":0.0042,"required":3,"open_postings":4,"first_seen":"2026-09-14","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":4,"share":0.0042,"required":3,"open_postings":4,"first_seen":"2026-09-20","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Microsoft Sentinel","layer":"cloud","postings":4,"share":0.0042,"required":3,"open_postings":4,"first_seen":"2026-08-25","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Pydantic","layer":"frameworks","postings":4,"share":0.0042,"required":3,"open_postings":4,"first_seen":"2026-08-10","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"Ragas","layer":"frameworks","postings":4,"share":0.0042,"required":3,"open_postings":4,"first_seen":"2026-07-31","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Zabbix","layer":"tools","postings":4,"share":0.0042,"required":3,"open_postings":4,"first_seen":"2026-08-19","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"DataStage","layer":"tools","postings":4,"share":0.0042,"required":2,"open_postings":4,"first_seen":"2026-10-05","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"JQuery","layer":"frameworks","postings":4,"share":0.0042,"required":2,"open_postings":4,"first_seen":"2026-09-30","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"Spring Framework","layer":"frameworks","postings":4,"share":0.0042,"required":2,"open_postings":4,"first_seen":"2026-09-22","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Great Expectations","layer":"tools","postings":4,"share":0.0042,"required":1,"open_postings":4,"first_seen":"2026-08-18","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Seaborn","layer":"frameworks","postings":4,"share":0.0042,"required":1,"open_postings":4,"first_seen":"2026-08-18","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-06-15","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"AWS Step Functions","layer":"cloud","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-09-09","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"CentOS Stream","layer":"cloud","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-08-25","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Cognos","layer":"cloud","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-09-28","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-09-01","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Erlang","layer":"languages","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-08-11","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Gradle","layer":"tools","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-10-04","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Lightning Web Components","layer":"frameworks","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-07-27","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Material UI","layer":"frameworks","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-10-01","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Qwen","layer":"ai","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-09-04","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"RLAIF","layer":"practices","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-09-04","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"RLHF","layer":"practices","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-09-04","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Ruby","layer":"languages","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-08-13","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Swagger","layer":"tools","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Trunk-Based Development","layer":"practices","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-09-10","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Vault","layer":"tools","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Visualforce","layer":"frameworks","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-07-27","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Webpack","layer":"tools","postings":3,"share":0.0031,"required":3,"open_postings":3,"first_seen":"2026-10-01","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Apache Tomcat","layer":"tools","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-08-18","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Appium","layer":"frameworks","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-07-13","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"CyberArk","layer":"cloud","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"DPO","layer":"practices","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-09-04","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"DSPy","layer":"frameworks","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-09-04","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"DeepEval","layer":"frameworks","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-09-28","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"GRPO","layer":"practices","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-09-04","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Groovy","layer":"languages","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-09-22","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-08-18","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"InVision","layer":"cloud","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-07-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Llama","layer":"ai","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-06-28","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"MicroStrategy","layer":"cloud","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-09-07","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"PPO","layer":"practices","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-09-04","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Pulumi","layer":"tools","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-08-25","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-09-17","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"Reranking","layer":"practices","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-06-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Tailwind CSS","layer":"frameworks","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"WebSockets","layer":"tools","postings":3,"share":0.0031,"required":2,"open_postings":3,"first_seen":"2026-09-22","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Chef","layer":"tools","postings":3,"share":0.0031,"required":1,"open_postings":3,"first_seen":"2026-08-11","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Dask","layer":"frameworks","postings":3,"share":0.0031,"required":1,"open_postings":3,"first_seen":"2026-09-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Domo","layer":"cloud","postings":3,"share":0.0031,"required":1,"open_postings":3,"first_seen":"2026-07-13","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Azure Quantum","layer":"cloud","postings":3,"share":0.0031,"required":0,"open_postings":3,"first_seen":"2026-10-02","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Cirq","layer":"frameworks","postings":3,"share":0.0031,"required":0,"open_postings":3,"first_seen":"2026-10-02","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Gatling","layer":"tools","postings":3,"share":0.0031,"required":0,"open_postings":3,"first_seen":"2026-10-05","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"NIST AI RMF","layer":"practices","postings":3,"share":0.0031,"required":0,"open_postings":3,"first_seen":"2026-08-18","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Q#","layer":"languages","postings":3,"share":0.0031,"required":0,"open_postings":3,"first_seen":"2026-10-02","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Qiskit","layer":"frameworks","postings":3,"share":0.0031,"required":0,"open_postings":3,"first_seen":"2026-10-02","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Visual Basic","layer":"languages","postings":3,"share":0.0031,"required":0,"open_postings":3,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Accelerate","layer":"frameworks","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-10-02","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Adobe XD","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-10-01","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Agno","layer":"frameworks","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Amazon EventBridge","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Anomali","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Apache HTTP Server","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"BGP","layer":"practices","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-07-16","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Babel","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-10-01","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"CICS","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-18","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Canary Release","layer":"practices","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-10-06","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Chaos Engineering","layer":"practices","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Clean Architecture","layer":"practices","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-17","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Combine","layer":"frameworks","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-07-20","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Corelight","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Cortex XSOAR","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Crowdstrike","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-29","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-07-15","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Darktrace","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Detox","layer":"frameworks","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-10-01","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Diffusion Models","layer":"practices","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Expo","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-10-01","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"FigJam","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-29","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Google AI Studio","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-28","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"HAProxy","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"IBM QRadar","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Insomnia","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Kali Linux","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Kibana","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-30","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"LDAP","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-19","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"MISP","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Microsoft Defender for Cloud","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"NER","layer":"practices","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-07-21","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Nest.JS","layer":"frameworks","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"ONNX","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-10-01","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"OpenAI Agents SDK","layer":"frameworks","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-28","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"OpenCTI","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Parcel","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"PoC Library","layer":"frameworks","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Podman","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"PyTorch C++","layer":"frameworks","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Sass","layer":"languages","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-10-15","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Supervision","layer":"frameworks","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-10-01","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Suricata","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Talend","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-29","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"TensorFlow C++","layer":"frameworks","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"TestNG","layer":"frameworks","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-09-28","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"TestRail","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-10-08","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"ThreatConnect","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Tines","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Ubuntu","layer":"cloud","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Vite","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-10-01","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Wireshark","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Zeek","layer":"tools","postings":2,"share":0.0021,"required":2,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"CodeQL","layer":"tools","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-09-30","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"Cortex","layer":"tools","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"D3.js","layer":"frameworks","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-10-05","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"DeepSpeed","layer":"frameworks","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-09-23","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"LangSmith","layer":"cloud","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-07-31","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-09-28","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Microsoft Defender","layer":"cloud","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"MongoDB","layer":"data","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"MuleSoft","layer":"cloud","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-10-01","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Puppet","layer":"tools","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-08-11","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-08-06","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"SciPy","layer":"frameworks","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-09-30","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Spring Cloud","layer":"frameworks","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Svelte","layer":"frameworks","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-09-07","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"ggplot2","layer":"frameworks","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-08-27","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":2,"share":0.0021,"required":1,"open_postings":2,"first_seen":"2026-08-18","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":2,"share":0.0021,"required":0,"open_postings":2,"first_seen":"2026-07-13","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Delinea","layer":"cloud","postings":2,"share":0.0021,"required":0,"open_postings":2,"first_seen":"2026-10-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"LIME","layer":"frameworks","postings":2,"share":0.0021,"required":0,"open_postings":2,"first_seen":"2026-07-21","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"R","layer":"languages","postings":2,"share":0.0021,"required":0,"open_postings":2,"first_seen":"2026-08-27","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"SHAP","layer":"frameworks","postings":2,"share":0.0021,"required":0,"open_postings":2,"first_seen":"2026-07-21","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"SolidWorks","layer":"tools","postings":2,"share":0.0021,"required":0,"open_postings":2,"first_seen":"2026-07-27","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Synthetic Data","layer":"practices","postings":2,"share":0.0021,"required":0,"open_postings":2,"first_seen":"2026-10-05","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"TensorRT","layer":"tools","postings":2,"share":0.0021,"required":0,"open_postings":2,"first_seen":"2026-08-18","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Weights & Biases","layer":"cloud","postings":2,"share":0.0021,"required":0,"open_postings":2,"first_seen":"2026-07-21","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"AWS Glue","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"AWS WAF","layer":"cloud","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-30","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Abend-AID","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Adobe InDesign","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-12","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"AgentOps","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Agentforce","layer":"cloud","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Apache Iceberg","layer":"data","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Apollo","layer":"cloud","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Asyncio","layer":"frameworks","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"BERT","layer":"ai","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Bamboo","layer":"cloud","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"BeyondTrust","layer":"cloud","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Bootstrap","layer":"frameworks","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"CNN","layer":"practices","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Cassandra","layer":"data","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Consul","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Envoy","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Error Budget","layer":"practices","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Explainable AI","layer":"practices","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Express","layer":"frameworks","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-15","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Firebase","layer":"cloud","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-15","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Fireworks AI","layer":"cloud","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Flyway","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"GPT-4","layer":"ai","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Gitflow","layer":"practices","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Groq","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"HBase","layer":"data","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"IBM MQ","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"InfluxDB","layer":"data","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"JCL","layer":"languages","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"KServe","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Kong","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Liquibase","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Logstash","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-03","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Mimir","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Mixture of Experts","layer":"practices","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"NVLink","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"NgRx","layer":"frameworks","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-17","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"Nginx","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Nomad","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Octopus Deploy","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-05-29","last_seen":"2026-05-29","median_stated_pay_usd":null},{"name":"Pipeline as Code","layer":"practices","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Post-training","layer":"practices","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Prefect","layer":"cloud","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Pydantic AI","layer":"frameworks","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Robot Framework","layer":"frameworks","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-30","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Rolling Update","layer":"practices","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"SDL","layer":"frameworks","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Salesforce CLI","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Sentiment Analysis","layer":"practices","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Sinatra","layer":"frameworks","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Sketch","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-15","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"SoapUI","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Swift","layer":"languages","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Syncsort","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"TPU","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-07-06","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"TSO/ISPF","layer":"cloud","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"Telegraf","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Thanos","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"TimescaleDB","layer":"data","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Turborepo","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Twilio","layer":"cloud","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Vercel AI SDK","layer":"frameworks","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Vertica","layer":"data","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"VirusTotal","layer":"cloud","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Vue Router","layer":"frameworks","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Wi-Fi","layer":"practices","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Zscaler","layer":"cloud","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-07-15","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"z/OS Connect","layer":"tools","postings":1,"share":0.001,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"AWS CDK","layer":"tools","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Alation","layer":"cloud","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Amazon Neptune","layer":"data","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Braintrust","layer":"tools","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"C","layer":"languages","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Canva","layer":"tools","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Chart.js","layer":"frameworks","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"Collibra","layer":"cloud","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"DVC","layer":"tools","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"EU AI Act","layer":"practices","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"FSDP","layer":"frameworks","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Fortify","layer":"cloud","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-12","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"Highcharts","layer":"frameworks","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Istio","layer":"cloud","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"JAX","layer":"frameworks","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"KV Cache","layer":"practices","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"Keycloak","layer":"tools","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Knowledge Distillation","layer":"practices","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Linkerd","layer":"cloud","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Mamba","layer":"ai","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Model Distillation","layer":"practices","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Plotly","layer":"frameworks","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"Prisma Cloud","layer":"cloud","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Progressive Delivery","layer":"practices","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Promptfoo","layer":"tools","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"RLlib","layer":"frameworks","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Radix UI","layer":"frameworks","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Recharts","layer":"frameworks","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Snyk","layer":"cloud","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Superset","layer":"cloud","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"TensorRT-LLM","layer":"frameworks","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"TestFlight","layer":"tools","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"Trivy","layer":"tools","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Vitest","layer":"frameworks","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"Wiz","layer":"cloud","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-13","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"cert-manager","layer":"tools","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"k6","layer":"tools","postings":1,"share":0.001,"required":0,"open_postings":1,"first_seen":"2026-10-15","last_seen":"2026-10-15","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Sass","first_seen":"2026-10-15"},{"name":"TestRail","first_seen":"2026-10-08"},{"name":"Parcel","first_seen":"2026-10-07"},{"name":"Canary Release","first_seen":"2026-10-06"},{"name":"DataStage","first_seen":"2026-10-05"},{"name":"Gatling","first_seen":"2026-10-05"},{"name":"Delinea","first_seen":"2026-10-05"},{"name":"Visual Basic","first_seen":"2026-10-05"}],"rising":[{"name":"Java","share_from":0,"share_to":16},{"name":"CI/CD","share_from":22,"share_to":34},{"name":"JavaScript","share_from":6,"share_to":15},{"name":"Microsoft Excel","share_from":9,"share_to":17},{"name":"Spark","share_from":3,"share_to":11},{"name":"Spring Boot","share_from":0,"share_to":8},{"name":"Kubernetes","share_from":13,"share_to":20},{"name":"Snowflake","share_from":6,"share_to":13}],"falling":[{"name":"LLM","share_from":28,"share_to":14},{"name":"AI Agents","share_from":34,"share_to":22},{"name":"LLM Guardrails","share_from":16,"share_to":5},{"name":"Vertex AI","share_from":9,"share_to":2},{"name":"Gemini","share_from":6,"share_to":1},{"name":"Transformers","share_from":6,"share_to":1},{"name":"LlamaIndex","share_from":6,"share_to":1},{"name":"Self-Healing","share_from":6,"share_to":1}],"not_seen_180d":[]},"similar_stacks":[{"name":"State Street","url":"https://alion.io/company/state-street/technologies","shared_technologies":334},{"name":"Genpact","url":"https://alion.io/company/genpact/technologies","shared_technologies":312},{"name":"JPMorganChase","url":"https://alion.io/company/jpmorganchase/technologies","shared_technologies":381},{"name":"Citi","url":"https://alion.io/company/citi/technologies","shared_technologies":375},{"name":"Capco","url":"https://alion.io/company/capco-poland/technologies","shared_technologies":316},{"name":"Barclays","url":"https://alion.io/company/barclays-uk/technologies","shared_technologies":317},{"name":"Brillio","url":"https://alion.io/company/brillio/technologies","shared_technologies":296},{"name":"EY","url":"https://alion.io/company/ey-com/technologies","shared_technologies":388}],"html_url":"https://alion.io/company/unitedhealthgrp/technologies","json_url":"https://alion.io/company/unitedhealthgrp/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-18T15:44:27Z","generated_at":"2026-10-19T03:43:14Z"}}