{"company":{"id":2742,"name":"Humana","domain":"humana.com","url":"https://alion.io/company/humana"},"answer":"Humana builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes Azure, GCP, React.js, Snowflake. Azure is named in 138 of the 325 job postings Humana published in the last 12 months (42%). Counted by Alion from the job postings of Humana, updated Oct 12, 2026.","window_days":365,"postings_analysed":325,"open_postings":123,"technologies_in_use":273,"modernity_score":81,"ai_adoption":true,"technologies":[{"name":"Azure","layer":"cloud","postings":138,"share":0.4246,"required":86,"open_postings":55,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":173700},{"name":"Python","layer":"languages","postings":107,"share":0.3292,"required":83,"open_postings":43,"first_seen":"2026-06-15","last_seen":"2026-10-10","median_stated_pay_usd":161700},{"name":"CI/CD","layer":"practices","postings":88,"share":0.2708,"required":74,"open_postings":43,"first_seen":"2026-06-15","last_seen":"2026-10-10","median_stated_pay_usd":177800},{"name":"SQL","layer":"languages","postings":82,"share":0.2523,"required":58,"open_postings":28,"first_seen":"2026-08-03","last_seen":"2026-10-10","median_stated_pay_usd":143000},{"name":"GCP","layer":"cloud","postings":64,"share":0.1969,"required":39,"open_postings":24,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"AI Agents","layer":"practices","postings":62,"share":0.1908,"required":53,"open_postings":22,"first_seen":"2026-07-17","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"Databricks","layer":"cloud","postings":61,"share":0.1877,"required":42,"open_postings":20,"first_seen":"2026-07-17","last_seen":"2026-10-09","median_stated_pay_usd":147000},{"name":"AWS","layer":"cloud","postings":59,"share":0.1815,"required":32,"open_postings":27,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":185900},{"name":"Kubernetes","layer":"cloud","postings":50,"share":0.1538,"required":36,"open_postings":25,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"JavaScript","layer":"languages","postings":49,"share":0.1508,"required":25,"open_postings":21,"first_seen":"2026-06-15","last_seen":"2026-10-10","median_stated_pay_usd":176400},{"name":"Azure DevOps","layer":"cloud","postings":45,"share":0.1385,"required":31,"open_postings":27,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":161700},{"name":"Power BI","layer":"cloud","postings":45,"share":0.1385,"required":22,"open_postings":14,"first_seen":"2026-07-28","last_seen":"2026-10-09","median_stated_pay_usd":121400},{"name":"Model Context Protocol","layer":"tools","postings":44,"share":0.1354,"required":34,"open_postings":23,"first_seen":"2026-07-19","last_seen":"2026-10-09","median_stated_pay_usd":97800},{"name":"TypeScript","layer":"languages","postings":43,"share":0.1323,"required":36,"open_postings":18,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"RAG","layer":"practices","postings":42,"share":0.1292,"required":36,"open_postings":17,"first_seen":"2026-06-29","last_seen":"2026-10-09","median_stated_pay_usd":195700},{"name":"Platform Engineering","layer":"practices","postings":41,"share":0.1262,"required":34,"open_postings":19,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"LLM","layer":"ai","postings":39,"share":0.12,"required":36,"open_postings":14,"first_seen":"2026-06-29","last_seen":"2026-10-08","median_stated_pay_usd":195700},{"name":"Machine Learning","layer":"practices","postings":34,"share":0.1046,"required":30,"open_postings":13,"first_seen":"2026-06-29","last_seen":"2026-10-07","median_stated_pay_usd":161700},{"name":"Claude","layer":"ai","postings":31,"share":0.0954,"required":26,"open_postings":11,"first_seen":"2026-07-17","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"React.js","layer":"frameworks","postings":29,"share":0.0892,"required":19,"open_postings":10,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":176400},{"name":"Claude Code","layer":"tools","postings":28,"share":0.0862,"required":26,"open_postings":9,"first_seen":"2026-07-17","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"C#","layer":"languages","postings":26,"share":0.08,"required":14,"open_postings":11,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":154350},{"name":"Copilot","layer":"tools","postings":25,"share":0.0769,"required":20,"open_postings":11,"first_seen":"2026-07-17","last_seen":"2026-10-09","median_stated_pay_usd":176400},{"name":"Java","layer":"languages","postings":25,"share":0.0769,"required":18,"open_postings":13,"first_seen":"2026-07-17","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"Spark","layer":"cloud","postings":25,"share":0.0769,"required":11,"open_postings":9,"first_seen":"2026-07-17","last_seen":"2026-10-09","median_stated_pay_usd":161700},{"name":"Docker","layer":"tools","postings":24,"share":0.0738,"required":17,"open_postings":11,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"Rest API","layer":"tools","postings":22,"share":0.0677,"required":21,"open_postings":9,"first_seen":"2026-08-07","last_seen":"2026-10-09","median_stated_pay_usd":177100},{"name":"Snowflake","layer":"data","postings":22,"share":0.0677,"required":15,"open_postings":6,"first_seen":"2026-07-17","last_seen":"2026-10-08","median_stated_pay_usd":177800},{"name":"Prompt Engineering","layer":"practices","postings":22,"share":0.0677,"required":14,"open_postings":11,"first_seen":"2026-06-15","last_seen":"2026-10-08","median_stated_pay_usd":195700},{"name":".NET","layer":"cloud","postings":20,"share":0.0615,"required":14,"open_postings":8,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":154350},{"name":"Terraform","layer":"tools","postings":20,"share":0.0615,"required":11,"open_postings":11,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"GitHub","layer":"cloud","postings":19,"share":0.0585,"required":17,"open_postings":7,"first_seen":"2026-06-15","last_seen":"2026-10-10","median_stated_pay_usd":177800},{"name":"Microsoft Excel","layer":"tools","postings":19,"share":0.0585,"required":17,"open_postings":8,"first_seen":"2026-08-17","last_seen":"2026-10-09","median_stated_pay_usd":97800},{"name":"GraphQL","layer":"tools","postings":19,"share":0.0585,"required":16,"open_postings":4,"first_seen":"2026-08-07","last_seen":"2026-09-29","median_stated_pay_usd":177100},{"name":"Apache Kafka","layer":"cloud","postings":19,"share":0.0585,"required":14,"open_postings":13,"first_seen":"2026-07-17","last_seen":"2026-10-02","median_stated_pay_usd":177800},{"name":"Cursor","layer":"tools","postings":18,"share":0.0554,"required":18,"open_postings":4,"first_seen":"2026-07-17","last_seen":"2026-09-15","median_stated_pay_usd":177800},{"name":"Node JS","layer":"languages","postings":18,"share":0.0554,"required":17,"open_postings":9,"first_seen":"2026-07-17","last_seen":"2026-10-09","median_stated_pay_usd":147000},{"name":"PyTorch","layer":"frameworks","postings":17,"share":0.0523,"required":13,"open_postings":5,"first_seen":"2026-06-29","last_seen":"2026-09-23","median_stated_pay_usd":177800},{"name":"Next.js","layer":"frameworks","postings":17,"share":0.0523,"required":12,"open_postings":6,"first_seen":"2026-08-12","last_seen":"2026-10-09","median_stated_pay_usd":176400},{"name":"NLP","layer":"practices","postings":17,"share":0.0523,"required":10,"open_postings":5,"first_seen":"2026-08-04","last_seen":"2026-10-08","median_stated_pay_usd":195700},{"name":"PostgreSQL","layer":"data","postings":17,"share":0.0523,"required":10,"open_postings":10,"first_seen":"2026-08-08","last_seen":"2026-10-09","median_stated_pay_usd":161700},{"name":"OpenAI Codex","layer":"tools","postings":16,"share":0.0492,"required":15,"open_postings":4,"first_seen":"2026-08-03","last_seen":"2026-10-09","median_stated_pay_usd":177100},{"name":"Azure AKS","layer":"cloud","postings":16,"share":0.0492,"required":14,"open_postings":7,"first_seen":"2026-07-19","last_seen":"2026-10-09","median_stated_pay_usd":173700},{"name":"Git","layer":"tools","postings":16,"share":0.0492,"required":13,"open_postings":8,"first_seen":"2026-07-17","last_seen":"2026-10-09","median_stated_pay_usd":147000},{"name":"Vue.js","layer":"frameworks","postings":16,"share":0.0492,"required":11,"open_postings":9,"first_seen":"2026-07-17","last_seen":"2026-10-09","median_stated_pay_usd":147000},{"name":"pySpark","layer":"tools","postings":16,"share":0.0492,"required":9,"open_postings":5,"first_seen":"2026-07-17","last_seen":"2026-10-09","median_stated_pay_usd":147000},{"name":"Function Calling","layer":"practices","postings":15,"share":0.0462,"required":15,"open_postings":7,"first_seen":"2026-07-17","last_seen":"2026-10-08","median_stated_pay_usd":195700},{"name":"ETL/ELT","layer":"practices","postings":14,"share":0.0431,"required":11,"open_postings":4,"first_seen":"2026-08-06","last_seen":"2026-10-09","median_stated_pay_usd":161700},{"name":"Fine-tuning","layer":"practices","postings":14,"share":0.0431,"required":10,"open_postings":3,"first_seen":"2026-08-04","last_seen":"2026-10-08","median_stated_pay_usd":204550},{"name":"Windows","layer":"cloud","postings":13,"share":0.04,"required":12,"open_postings":5,"first_seen":"2026-07-31","last_seen":"2026-09-21","median_stated_pay_usd":140250},{"name":"OpenAI","layer":"cloud","postings":13,"share":0.04,"required":11,"open_postings":7,"first_seen":"2026-06-29","last_seen":"2026-10-08","median_stated_pay_usd":211900},{"name":"LangChain","layer":"frameworks","postings":13,"share":0.04,"required":8,"open_postings":3,"first_seen":"2026-07-17","last_seen":"2026-09-23","median_stated_pay_usd":177800},{"name":"SAS","layer":"languages","postings":13,"share":0.04,"required":6,"open_postings":8,"first_seen":"2026-08-12","last_seen":"2026-10-09","median_stated_pay_usd":133500},{"name":"LLM Guardrails","layer":"practices","postings":12,"share":0.0369,"required":11,"open_postings":4,"first_seen":"2026-06-29","last_seen":"2026-10-08","median_stated_pay_usd":195700},{"name":"Angular","layer":"frameworks","postings":12,"share":0.0369,"required":10,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":161700},{"name":"Human-in-the-Loop","layer":"practices","postings":11,"share":0.0338,"required":8,"open_postings":5,"first_seen":"2026-08-04","last_seen":"2026-09-28","median_stated_pay_usd":195700},{"name":"Delta Lake","layer":"data","postings":10,"share":0.0308,"required":9,"open_postings":6,"first_seen":"2026-08-03","last_seen":"2026-10-07","median_stated_pay_usd":154350},{"name":"Incident Management","layer":"practices","postings":10,"share":0.0308,"required":8,"open_postings":4,"first_seen":"2026-08-13","last_seen":"2026-10-06","median_stated_pay_usd":169750},{"name":"SSIS","layer":"tools","postings":10,"share":0.0308,"required":8,"open_postings":3,"first_seen":"2026-08-18","last_seen":"2026-10-09","median_stated_pay_usd":127450},{"name":"TensorFlow","layer":"frameworks","postings":10,"share":0.0308,"required":8,"open_postings":4,"first_seen":"2026-06-29","last_seen":"2026-09-23","median_stated_pay_usd":169750},{"name":"Apex","layer":"languages","postings":10,"share":0.0308,"required":7,"open_postings":3,"first_seen":"2026-07-28","last_seen":"2026-10-09","median_stated_pay_usd":147000},{"name":"Tool Use","layer":"practices","postings":10,"share":0.0308,"required":7,"open_postings":4,"first_seen":"2026-07-17","last_seen":"2026-10-08","median_stated_pay_usd":194850},{"name":"Splunk","layer":"cloud","postings":10,"share":0.0308,"required":5,"open_postings":4,"first_seen":"2026-08-05","last_seen":"2026-10-10","median_stated_pay_usd":161700},{"name":"Embeddings","layer":"practices","postings":9,"share":0.0277,"required":8,"open_postings":3,"first_seen":"2026-06-29","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"PowerShell","layer":"languages","postings":9,"share":0.0277,"required":8,"open_postings":4,"first_seen":"2026-07-31","last_seen":"2026-09-21","median_stated_pay_usd":147000},{"name":"Ansible","layer":"tools","postings":9,"share":0.0277,"required":6,"open_postings":4,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"Vertex AI","layer":"cloud","postings":9,"share":0.0277,"required":6,"open_postings":5,"first_seen":"2026-08-04","last_seen":"2026-10-08","median_stated_pay_usd":234800},{"name":"API Gateway","layer":"cloud","postings":9,"share":0.0277,"required":3,"open_postings":2,"first_seen":"2026-08-08","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"GitOps","layer":"practices","postings":9,"share":0.0277,"required":3,"open_postings":4,"first_seen":"2026-06-15","last_seen":"2026-10-09","median_stated_pay_usd":147000},{"name":"Spring Boot","layer":"frameworks","postings":8,"share":0.0246,"required":8,"open_postings":3,"first_seen":"2026-08-07","last_seen":"2026-10-02","median_stated_pay_usd":177800},{"name":"Figma","layer":"cloud","postings":8,"share":0.0246,"required":5,"open_postings":2,"first_seen":"2026-08-03","last_seen":"2026-09-14","median_stated_pay_usd":130850},{"name":"LlamaIndex","layer":"frameworks","postings":8,"share":0.0246,"required":5,"open_postings":1,"first_seen":"2026-07-17","last_seen":"2026-09-23","median_stated_pay_usd":204550},{"name":"Tableau","layer":"cloud","postings":8,"share":0.0246,"required":2,"open_postings":5,"first_seen":"2026-07-28","last_seen":"2026-10-09","median_stated_pay_usd":158400},{"name":"Agentic Workflows","layer":"practices","postings":7,"share":0.0215,"required":7,"open_postings":5,"first_seen":"2026-07-17","last_seen":"2026-10-08","median_stated_pay_usd":177800},{"name":"Playwright","layer":"frameworks","postings":7,"share":0.0215,"required":7,"open_postings":5,"first_seen":"2026-08-28","last_seen":"2026-10-07","median_stated_pay_usd":215400},{"name":"React Native","layer":"frameworks","postings":7,"share":0.0215,"required":7,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-10-09","median_stated_pay_usd":147000},{"name":"Reinforcement Learning","layer":"practices","postings":7,"share":0.0215,"required":6,"open_postings":5,"first_seen":"2026-08-11","last_seen":"2026-09-14","median_stated_pay_usd":161700},{"name":"GitHub Actions","layer":"cloud","postings":7,"share":0.0215,"required":5,"open_postings":4,"first_seen":"2026-08-08","last_seen":"2026-10-09","median_stated_pay_usd":147000},{"name":"Azure Data Factory","layer":"tools","postings":7,"share":0.0215,"required":4,"open_postings":3,"first_seen":"2026-08-20","last_seen":"2026-10-07","median_stated_pay_usd":161700},{"name":"MuleSoft","layer":"cloud","postings":7,"share":0.0215,"required":4,"open_postings":2,"first_seen":"2026-07-28","last_seen":"2026-09-11","median_stated_pay_usd":140250},{"name":"Semantic Search","layer":"practices","postings":7,"share":0.0215,"required":4,"open_postings":4,"first_seen":"2026-08-10","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"Semantic Search","layer":"practices","postings":7,"share":0.0215,"required":4,"open_postings":4,"first_seen":"2026-08-10","last_seen":"2026-10-09","median_stated_pay_usd":177800},{"name":"ArgoCD","layer":"tools","postings":7,"share":0.0215,"required":3,"open_postings":5,"first_seen":"2026-08-11","last_seen":"2026-10-09","median_stated_pay_usd":147000},{"name":"Dynatrace","layer":"cloud","postings":7,"share":0.0215,"required":3,"open_postings":3,"first_seen":"2026-08-08","last_seen":"2026-10-08","median_stated_pay_usd":177800},{"name":"Feature Store","layer":"practices","postings":7,"share":0.0215,"required":3,"open_postings":3,"first_seen":"2026-08-04","last_seen":"2026-10-08","median_stated_pay_usd":195700},{"name":"A/B Testing","layer":"practices","postings":7,"share":0.0215,"required":2,"open_postings":1,"first_seen":"2026-08-03","last_seen":"2026-09-22","median_stated_pay_usd":195700},{"name":"Google GKE","layer":"cloud","postings":6,"share":0.0185,"required":5,"open_postings":4,"first_seen":"2026-08-12","last_seen":"2026-10-09","median_stated_pay_usd":147000},{"name":"Hugging Face","layer":"cloud","postings":6,"share":0.0185,"required":5,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-09-23","median_stated_pay_usd":195600},{"name":"Scikit-learn","layer":"frameworks","postings":6,"share":0.0185,"required":5,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-09-23","median_stated_pay_usd":161700},{"name":"SonarQube","layer":"cloud","postings":6,"share":0.0185,"required":5,"open_postings":3,"first_seen":"2026-06-15","last_seen":"2026-10-08","median_stated_pay_usd":186750},{"name":"Multi-Agent Systems","layer":"practices","postings":6,"share":0.0185,"required":4,"open_postings":5,"first_seen":"2026-08-11","last_seen":"2026-10-08","median_stated_pay_usd":186750},{"name":"Recommender Systems","layer":"practices","postings":6,"share":0.0185,"required":4,"open_postings":3,"first_seen":"2026-07-17","last_seen":"2026-09-25","median_stated_pay_usd":154350},{"name":"OpenTelemetry","layer":"frameworks","postings":6,"share":0.0185,"required":1,"open_postings":3,"first_seen":"2026-07-17","last_seen":"2026-09-14","median_stated_pay_usd":162400},{"name":"Hallucination","layer":"practices","postings":5,"share":0.0154,"required":5,"open_postings":4,"first_seen":"2026-08-03","last_seen":"2026-09-25","median_stated_pay_usd":208400},{"name":"LLMOps","layer":"practices","postings":5,"share":0.0154,"required":5,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-10-08","median_stated_pay_usd":236900},{"name":"SOAP","layer":"practices","postings":5,"share":0.0154,"required":5,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":5,"share":0.0154,"required":5,"open_postings":4,"first_seen":"2026-09-24","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":5,"share":0.0154,"required":5,"open_postings":5,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":215400},{"name":"Anthropic","layer":"cloud","postings":5,"share":0.0154,"required":4,"open_postings":4,"first_seen":"2026-06-29","last_seen":"2026-10-08","median_stated_pay_usd":194000},{"name":"ChatGPT","layer":"ai","postings":5,"share":0.0154,"required":4,"open_postings":1,"first_seen":"2026-08-03","last_seen":"2026-09-25","median_stated_pay_usd":133500},{"name":"Linux","layer":"cloud","postings":5,"share":0.0154,"required":4,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-10-10","median_stated_pay_usd":147000},{"name":"MLFlow","layer":"cloud","postings":5,"share":0.0154,"required":4,"open_postings":2,"first_seen":"2026-07-17","last_seen":"2026-09-14","median_stated_pay_usd":177800},{"name":"Pipeline as Code","layer":"practices","postings":5,"share":0.0154,"required":4,"open_postings":2,"first_seen":"2026-08-08","last_seen":"2026-10-09","median_stated_pay_usd":147000},{"name":"AutoGen","layer":"frameworks","postings":5,"share":0.0154,"required":3,"open_postings":2,"first_seen":"2026-08-07","last_seen":"2026-08-28","median_stated_pay_usd":161700},{"name":"Configuration Management","layer":"practices","postings":5,"share":0.0154,"required":3,"open_postings":2,"first_seen":"2026-08-08","last_seen":"2026-09-30","median_stated_pay_usd":195700},{"name":"FinOps","layer":"practices","postings":5,"share":0.0154,"required":3,"open_postings":3,"first_seen":"2026-08-17","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":5,"share":0.0154,"required":3,"open_postings":2,"first_seen":"2026-08-14","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":5,"share":0.0154,"required":3,"open_postings":4,"first_seen":"2026-08-19","last_seen":"2026-10-07","median_stated_pay_usd":177800},{"name":"SLI/SLO/SLA","layer":"practices","postings":5,"share":0.0154,"required":3,"open_postings":2,"first_seen":"2026-08-17","last_seen":"2026-10-09","median_stated_pay_usd":158400},{"name":"Active Directory","layer":"cloud","postings":5,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-07-31","last_seen":"2026-09-22","median_stated_pay_usd":195700},{"name":"NIST AI RMF","layer":"practices","postings":5,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-07-31","last_seen":"2026-10-08","median_stated_pay_usd":161700},{"name":"Oracle","layer":"data","postings":5,"share":0.0154,"required":2,"open_postings":2,"first_seen":"2026-08-31","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":4,"share":0.0123,"required":4,"open_postings":2,"first_seen":"2026-08-04","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Cypress","layer":"frameworks","postings":4,"share":0.0123,"required":4,"open_postings":3,"first_seen":"2026-08-05","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":4,"share":0.0123,"required":4,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":4,"share":0.0123,"required":3,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":4,"share":0.0123,"required":3,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"JFrog Artifactory","layer":"tools","postings":4,"share":0.0123,"required":3,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":4,"share":0.0123,"required":3,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":4,"share":0.0123,"required":3,"open_postings":2,"first_seen":"2026-07-31","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Chaos Engineering","layer":"practices","postings":4,"share":0.0123,"required":2,"open_postings":4,"first_seen":"2026-07-17","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":4,"share":0.0123,"required":2,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"pgvector","layer":"frameworks","postings":4,"share":0.0123,"required":2,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"GraphRAG","layer":"practices","postings":4,"share":0.0123,"required":1,"open_postings":3,"first_seen":"2026-08-03","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"OCR","layer":"practices","postings":4,"share":0.0123,"required":1,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":4,"share":0.0123,"required":0,"open_postings":4,"first_seen":"2026-08-19","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":4,"share":0.0123,"required":0,"open_postings":3,"first_seen":"2026-08-03","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":3,"share":0.0092,"required":3,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":3,"share":0.0092,"required":3,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Lightning Web Components","layer":"frameworks","postings":3,"share":0.0092,"required":3,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"LoRA","layer":"ai","postings":3,"share":0.0092,"required":3,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":3,"share":0.0092,"required":3,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"PPO","layer":"practices","postings":3,"share":0.0092,"required":3,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"RLHF","layer":"practices","postings":3,"share":0.0092,"required":3,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"RLlib","layer":"frameworks","postings":3,"share":0.0092,"required":3,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":3,"share":0.0092,"required":3,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":3,"share":0.0092,"required":3,"open_postings":3,"first_seen":"2026-09-29","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":3,"share":0.0092,"required":3,"open_postings":3,"first_seen":"2026-08-19","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"COBOL","layer":"languages","postings":3,"share":0.0092,"required":2,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":3,"share":0.0092,"required":2,"open_postings":1,"first_seen":"2026-07-17","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":3,"share":0.0092,"required":2,"open_postings":3,"first_seen":"2026-08-17","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":3,"share":0.0092,"required":2,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":3,"share":0.0092,"required":2,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":3,"share":0.0092,"required":2,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"CICS","layer":"tools","postings":3,"share":0.0092,"required":1,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Db2","layer":"data","postings":3,"share":0.0092,"required":1,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":3,"share":0.0092,"required":1,"open_postings":2,"first_seen":"2026-07-17","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":3,"share":0.0092,"required":1,"open_postings":3,"first_seen":"2026-08-20","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"PEFT","layer":"ai","postings":3,"share":0.0092,"required":1,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":3,"share":0.0092,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":3,"share":0.0092,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Gymnasium","layer":"frameworks","postings":3,"share":0.0092,"required":0,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":2,"share":0.0062,"required":2,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Appium","layer":"frameworks","postings":2,"share":0.0062,"required":2,"open_postings":2,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"BGP","layer":"practices","postings":2,"share":0.0062,"required":2,"open_postings":2,"first_seen":"2026-09-30","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":2,"share":0.0062,"required":2,"open_postings":0,"first_seen":"2026-08-14","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":2,"share":0.0062,"required":2,"open_postings":0,"first_seen":"2026-08-14","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"DynamoDB","layer":"data","postings":2,"share":0.0062,"required":2,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"JMeter","layer":"tools","postings":2,"share":0.0062,"required":2,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Jest","layer":"frameworks","postings":2,"share":0.0062,"required":2,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Lit","layer":"frameworks","postings":2,"share":0.0062,"required":2,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":2,"share":0.0062,"required":2,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Progressive Delivery","layer":"practices","postings":2,"share":0.0062,"required":2,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Red Teaming","layer":"practices","postings":2,"share":0.0062,"required":2,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Rest-Assured","layer":"frameworks","postings":2,"share":0.0062,"required":2,"open_postings":2,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"SRE","layer":"practices","postings":2,"share":0.0062,"required":2,"open_postings":2,"first_seen":"2026-07-17","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Streamlit","layer":"frameworks","postings":2,"share":0.0062,"required":2,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Vitest","layer":"frameworks","postings":2,"share":0.0062,"required":2,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":2,"share":0.0062,"required":2,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"WebSockets","layer":"tools","postings":2,"share":0.0062,"required":2,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Windsurf","layer":"tools","postings":2,"share":0.0062,"required":2,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":2,"share":0.0062,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Checkmarx","layer":"cloud","postings":2,"share":0.0062,"required":1,"open_postings":0,"first_seen":"2026-08-08","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":2,"share":0.0062,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Google Cloud Run","layer":"cloud","postings":2,"share":0.0062,"required":1,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"MongoDB","layer":"data","postings":2,"share":0.0062,"required":1,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"OpenAI Agents SDK","layer":"frameworks","postings":2,"share":0.0062,"required":1,"open_postings":2,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Qualys Cloud Platform","layer":"cloud","postings":2,"share":0.0062,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":2,"share":0.0062,"required":1,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Ruby","layer":"languages","postings":2,"share":0.0062,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":2,"share":0.0062,"required":1,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":2,"share":0.0062,"required":1,"open_postings":2,"first_seen":"2026-08-20","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":2,"share":0.0062,"required":0,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Great Expectations","layer":"tools","postings":2,"share":0.0062,"required":0,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":2,"share":0.0062,"required":0,"open_postings":2,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":2,"share":0.0062,"required":0,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Pydantic AI","layer":"frameworks","postings":2,"share":0.0062,"required":0,"open_postings":0,"first_seen":"2026-07-17","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Salesforce Data Cloud","layer":"data","postings":2,"share":0.0062,"required":0,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"TanStack Router","layer":"frameworks","postings":2,"share":0.0062,"required":0,"open_postings":2,"first_seen":"2026-09-02","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Zscaler","layer":"cloud","postings":2,"share":0.0062,"required":0,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"AWS Step Functions","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Anomali","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Apache HTTP Server","layer":"tools","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Azure Cosmos DB","layer":"data","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Bicep","layer":"tools","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Bootstrap","layer":"frameworks","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Clean Architecture","layer":"practices","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Codeium","layer":"tools","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"DaVinci Resolve","layer":"tools","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Dagster","layer":"frameworks","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Dependency Injection","layer":"practices","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Devin","layer":"tools","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-08-31","last_seen":"2026-08-31","median_stated_pay_usd":null},{"name":"EU AI Act","layer":"practices","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Fastify","layer":"frameworks","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Gitflow","layer":"practices","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Gradio","layer":"frameworks","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-06-29","last_seen":"2026-06-29","median_stated_pay_usd":null},{"name":"ISO 42001","layer":"practices","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Kong","layer":"tools","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Kotlin","layer":"languages","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Neo4j","layer":"data","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"New Relic","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"PHP","layer":"languages","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Ping Identity","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Post-training","layer":"practices","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Prefect","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Prisma Cloud","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Red Hat","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Snyk","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"State Management","layer":"practices","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Swagger","layer":"tools","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Temporal","layer":"frameworks","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Trunk-Based Development","layer":"practices","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-07-17","last_seen":"2026-07-17","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"VSAM","layer":"other","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Vertex AI Agent Builder","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Visualforce","layer":"frameworks","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-08-20","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Wiz","layer":"cloud","postings":1,"share":0.0031,"required":1,"open_postings":0,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"npm","layer":"tools","postings":1,"share":0.0031,"required":1,"open_postings":1,"first_seen":"2026-10-10","last_seen":"2026-10-10","median_stated_pay_usd":null},{"name":"Adobe InDesign","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Adobe Photoshop","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Agentforce","layer":"cloud","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Alteryx","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Arize Phoenix","layer":"cloud","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-07-17","last_seen":"2026-07-17","median_stated_pay_usd":null},{"name":"Canva","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Cobalt Strike","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Crowdstrike","layer":"cloud","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"EnCase","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"FTK","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"HashiCorp Vault","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-08-08","last_seen":"2026-08-08","median_stated_pay_usd":null},{"name":"Hyper-V","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Interpretability","layer":"practices","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-07-17","last_seen":"2026-07-17","median_stated_pay_usd":null},{"name":"LangSmith","layer":"cloud","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-07-17","last_seen":"2026-07-17","median_stated_pay_usd":null},{"name":"Material Design","layer":"practices","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Microsoft Defender","layer":"cloud","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Microsoft Defender for Cloud","layer":"cloud","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Microsoft Sentinel","layer":"cloud","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Mythic","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Prisma","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Pulumi","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-07-17","last_seen":"2026-07-17","median_stated_pay_usd":null},{"name":"Pydantic","layer":"frameworks","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-07-17","last_seen":"2026-07-17","median_stated_pay_usd":null},{"name":"Redux","layer":"frameworks","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"SPSS","layer":"languages","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Sass","layer":"languages","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Semantic Kernel","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Sequelize","layer":"frameworks","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Sliver","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"SoapUI","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Tailwind CSS","layer":"frameworks","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Vault","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-08-08","last_seen":"2026-08-08","median_stated_pay_usd":null},{"name":"WebAssembly","layer":"cloud","postings":1,"share":0.0031,"required":0,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":1,"share":0.0031,"required":0,"open_postings":0,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Hadoop","first_seen":"2026-10-09"},{"name":"OpenAI Agents SDK","first_seen":"2026-10-08"},{"name":"Self-Healing","first_seen":"2026-10-07"},{"name":"Appium","first_seen":"2026-10-07"},{"name":"Rest-Assured","first_seen":"2026-10-07"},{"name":"Zscaler","first_seen":"2026-10-06"},{"name":"JMeter","first_seen":"2026-10-01"},{"name":"BGP","first_seen":"2026-09-30"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Genpact","url":"https://alion.io/company/genpact/technologies","shared_technologies":219},{"name":"U.S. Bank","url":"https://alion.io/company/usbank-com/technologies","shared_technologies":185},{"name":"Brillio","url":"https://alion.io/company/brillio/technologies","shared_technologies":212},{"name":"Amgen","url":"https://alion.io/company/amgen/technologies","shared_technologies":210},{"name":"Zurich Australia","url":"https://alion.io/company/zurich-com-au/technologies","shared_technologies":163},{"name":"State Street","url":"https://alion.io/company/state-street/technologies","shared_technologies":225},{"name":"The Hartford","url":"https://alion.io/company/thehartford-com/technologies","shared_technologies":163},{"name":"Barclays","url":"https://alion.io/company/barclays-uk/technologies","shared_technologies":222}],"html_url":"https://alion.io/company/humana/technologies","json_url":"https://alion.io/company/humana/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-12T11:35:38Z","generated_at":"2026-10-12T13:45:19Z"}}