{"company":{"id":6493,"name":"Qad","domain":"qad.com","url":"https://alion.io/company/qad"},"answer":"Qad builds mostly with SQL, Python, JavaScript, Node JS. Its stack also includes AWS, Kubernetes, PostgreSQL, Oracle. SQL is named in 31 of the 85 job postings Qad published in the last 12 months (36%). Counted by Alion from the job postings of Qad, updated Sep 27, 2026.","window_days":365,"postings_analysed":85,"open_postings":45,"technologies_in_use":135,"modernity_score":84,"ai_adoption":true,"technologies":[{"name":"AI Agents","layer":"practices","postings":79,"share":0.9294,"required":65,"open_postings":42,"first_seen":"2026-03-05","last_seen":"2026-09-23","median_stated_pay_usd":77754},{"name":"SQL","layer":"languages","postings":31,"share":0.3647,"required":28,"open_postings":19,"first_seen":"2026-04-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":28,"share":0.3294,"required":24,"open_postings":13,"first_seen":"2026-06-15","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":25,"share":0.2941,"required":14,"open_postings":9,"first_seen":"2026-04-27","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":18,"share":0.2118,"required":16,"open_postings":10,"first_seen":"2026-06-15","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":17,"share":0.2,"required":17,"open_postings":8,"first_seen":"2026-06-23","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":16,"share":0.1882,"required":16,"open_postings":8,"first_seen":"2026-06-15","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":15,"share":0.1765,"required":13,"open_postings":6,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":13,"share":0.1529,"required":12,"open_postings":9,"first_seen":"2026-06-02","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":12,"share":0.1412,"required":9,"open_postings":6,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":12,"share":0.1412,"required":7,"open_postings":5,"first_seen":"2026-04-21","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":12,"share":0.1412,"required":5,"open_postings":5,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":11,"share":0.1294,"required":11,"open_postings":6,"first_seen":"2026-06-15","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":11,"share":0.1294,"required":9,"open_postings":5,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":11,"share":0.1294,"required":8,"open_postings":5,"first_seen":"2026-06-05","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":11,"share":0.1294,"required":7,"open_postings":4,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":11,"share":0.1294,"required":4,"open_postings":4,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":10,"share":0.1176,"required":9,"open_postings":7,"first_seen":"2026-06-05","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":10,"share":0.1176,"required":8,"open_postings":2,"first_seen":"2026-06-23","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":10,"share":0.1176,"required":6,"open_postings":5,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Trunk-Based Development","layer":"practices","postings":9,"share":0.1059,"required":9,"open_postings":4,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":9,"share":0.1059,"required":8,"open_postings":4,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":9,"share":0.1059,"required":5,"open_postings":4,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":9,"share":0.1059,"required":5,"open_postings":4,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Ignite","layer":"frameworks","postings":8,"share":0.0941,"required":8,"open_postings":4,"first_seen":"2026-06-15","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":8,"share":0.0941,"required":7,"open_postings":4,"first_seen":"2026-06-02","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":8,"share":0.0941,"required":7,"open_postings":4,"first_seen":"2026-06-02","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":8,"share":0.0941,"required":4,"open_postings":4,"first_seen":"2026-06-15","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":8,"share":0.0941,"required":0,"open_postings":3,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":7,"share":0.0824,"required":7,"open_postings":4,"first_seen":"2026-04-21","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"A2A","layer":"tools","postings":7,"share":0.0824,"required":5,"open_postings":3,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Asyncio","layer":"frameworks","postings":7,"share":0.0824,"required":5,"open_postings":3,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"DeepEval","layer":"frameworks","postings":7,"share":0.0824,"required":5,"open_postings":3,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":7,"share":0.0824,"required":5,"open_postings":3,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Pydantic","layer":"frameworks","postings":7,"share":0.0824,"required":5,"open_postings":3,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":7,"share":0.0824,"required":5,"open_postings":3,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":6,"share":0.0706,"required":6,"open_postings":3,"first_seen":"2026-06-05","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":6,"share":0.0706,"required":6,"open_postings":2,"first_seen":"2026-06-23","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":6,"share":0.0706,"required":5,"open_postings":3,"first_seen":"2026-09-08","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":6,"share":0.0706,"required":5,"open_postings":3,"first_seen":"2026-04-21","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":5,"share":0.0588,"required":5,"open_postings":3,"first_seen":"2026-04-24","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":5,"share":0.0588,"required":5,"open_postings":2,"first_seen":"2026-06-23","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":5,"share":0.0588,"required":5,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":5,"share":0.0588,"required":5,"open_postings":2,"first_seen":"2026-04-21","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":5,"share":0.0588,"required":2,"open_postings":3,"first_seen":"2026-08-27","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Apache HTTP Server","layer":"tools","postings":4,"share":0.0471,"required":4,"open_postings":1,"first_seen":"2026-06-05","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":4,"share":0.0471,"required":4,"open_postings":2,"first_seen":"2026-08-13","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":4,"share":0.0471,"required":4,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"KVM","layer":"tools","postings":4,"share":0.0471,"required":4,"open_postings":1,"first_seen":"2026-06-05","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":4,"share":0.0471,"required":4,"open_postings":2,"first_seen":"2026-07-27","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":4,"share":0.0471,"required":4,"open_postings":1,"first_seen":"2026-06-05","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":4,"share":0.0471,"required":3,"open_postings":3,"first_seen":"2026-08-26","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":4,"share":0.0471,"required":2,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":3,"share":0.0353,"required":3,"open_postings":1,"first_seen":"2026-07-27","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":3,"share":0.0353,"required":3,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":3,"share":0.0353,"required":3,"open_postings":2,"first_seen":"2026-04-21","last_seen":"2026-05-20","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":3,"share":0.0353,"required":3,"open_postings":1,"first_seen":"2026-06-12","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"MariaDB","layer":"data","postings":3,"share":0.0353,"required":3,"open_postings":2,"first_seen":"2026-07-27","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":3,"share":0.0353,"required":3,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":3,"share":0.0353,"required":2,"open_postings":2,"first_seen":"2026-08-26","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":3,"share":0.0353,"required":1,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Auth0","layer":"cloud","postings":2,"share":0.0235,"required":2,"open_postings":0,"first_seen":"2026-06-23","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"Cats Effect","layer":"frameworks","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":2,"share":0.0235,"required":2,"open_postings":0,"first_seen":"2026-08-05","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":2,"share":0.0235,"required":2,"open_postings":0,"first_seen":"2026-06-23","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"Digital Twin","layer":"practices","postings":2,"share":0.0235,"required":2,"open_postings":0,"first_seen":"2026-08-05","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Doobie","layer":"frameworks","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":2,"share":0.0235,"required":2,"open_postings":0,"first_seen":"2026-06-23","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Hallucination","layer":"practices","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-05-20","median_stated_pay_usd":null},{"name":"Istio","layer":"cloud","postings":2,"share":0.0235,"required":2,"open_postings":0,"first_seen":"2026-06-23","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"JUnit","layer":"frameworks","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-07-27","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":2,"share":0.0235,"required":2,"open_postings":2,"first_seen":"2026-08-10","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-07-27","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-03-05","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-05-20","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-04-24","last_seen":"2026-05-20","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":2,"share":0.0235,"required":2,"open_postings":0,"first_seen":"2026-06-23","last_seen":"2026-08-03","median_stated_pay_usd":null},{"name":"Slick","layer":"frameworks","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Specs2","layer":"frameworks","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":2,"share":0.0235,"required":2,"open_postings":2,"first_seen":"2026-07-08","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Tapir","layer":"frameworks","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-08-13","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":2,"share":0.0235,"required":2,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":2,"share":0.0235,"required":1,"open_postings":1,"first_seen":"2026-04-21","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"AWS Strands Agents","layer":"frameworks","postings":2,"share":0.0235,"required":0,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":2,"share":0.0235,"required":0,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":2,"share":0.0235,"required":0,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"OCR","layer":"practices","postings":2,"share":0.0235,"required":0,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":2,"share":0.0235,"required":0,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"OpenAI Agents SDK","layer":"frameworks","postings":2,"share":0.0235,"required":0,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"kubectl","layer":"tools","postings":2,"share":0.0235,"required":0,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Agentforce","layer":"cloud","postings":1,"share":0.0118,"required":1,"open_postings":0,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-04-21","last_seen":"2026-04-21","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Apache NiFi","layer":"tools","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Apache Tomcat","layer":"tools","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Appium","layer":"frameworks","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Cassandra","layer":"data","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Cats","layer":"frameworks","postings":1,"share":0.0118,"required":1,"open_postings":0,"first_seen":"2026-08-13","last_seen":"2026-08-13","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-04-21","last_seen":"2026-04-21","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-04-21","last_seen":"2026-04-21","median_stated_pay_usd":null},{"name":"Fivetran","layer":"tools","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":1,"share":0.0118,"required":1,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"Pact","layer":"frameworks","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Physical AI","layer":"practices","postings":1,"share":0.0118,"required":1,"open_postings":0,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Postman","layer":"cloud","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":1,"share":0.0118,"required":1,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.0118,"required":1,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"Red Hat","layer":"cloud","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Rest-Assured","layer":"frameworks","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Swagger","layer":"tools","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Swift","layer":"languages","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"TestNG","layer":"frameworks","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Testcontainers","layer":"frameworks","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Vue.js","layer":"frameworks","postings":1,"share":0.0118,"required":1,"open_postings":0,"first_seen":"2026-09-02","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"World Models","layer":"practices","postings":1,"share":0.0118,"required":1,"open_postings":0,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"XCTest","layer":"frameworks","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"k6","layer":"tools","postings":1,"share":0.0118,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":1,"share":0.0118,"required":0,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":1,"share":0.0118,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.0118,"required":0,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-08-18","median_stated_pay_usd":null},{"name":"Packer","layer":"tools","postings":1,"share":0.0118,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":1,"share":0.0118,"required":0,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Agentic Workflows","first_seen":"2026-09-08"},{"name":"Multi-Agent Systems","first_seen":"2026-09-08"},{"name":"Tool Use","first_seen":"2026-08-27"},{"name":"dbt","first_seen":"2026-08-27"},{"name":"GCP","first_seen":"2026-08-26"},{"name":"Azure","first_seen":"2026-08-26"},{"name":"Apache Kafka","first_seen":"2026-08-13"},{"name":"Cats Effect","first_seen":"2026-08-13"}],"rising":[{"name":"AWS","share_from":17,"share_to":33},{"name":"CI/CD","share_from":11,"share_to":23},{"name":"Docker","share_from":6,"share_to":17},{"name":"Kubernetes","share_from":11,"share_to":20},{"name":"PostgreSQL","share_from":6,"share_to":15},{"name":"Function Calling","share_from":6,"share_to":15},{"name":"Multi-Agent Systems","share_from":0,"share_to":9},{"name":"Claude","share_from":6,"share_to":14}],"falling":[{"name":"SQL","share_from":61,"share_to":30},{"name":"Platform Engineering","share_from":22,"share_to":3},{"name":"Knowledge Graph","share_from":17,"share_to":0},{"name":"Human-in-the-Loop","share_from":17,"share_to":6},{"name":"LLM","share_from":22,"share_to":12},{"name":"Ignite","share_from":17,"share_to":8},{"name":"Linux","share_from":17,"share_to":8},{"name":"Unix","share_from":17,"share_to":8}],"not_seen_180d":[]},"similar_stacks":[{"name":"66degrees","url":"https://alion.io/company/66degrees/technologies","shared_technologies":89},{"name":"Solera","url":"https://alion.io/company/solera/technologies","shared_technologies":91},{"name":"Exadel","url":"https://alion.io/company/exadel-3/technologies","shared_technologies":86},{"name":"ConveGenius","url":"https://alion.io/company/convegenius/technologies","shared_technologies":84},{"name":"SailPoint","url":"https://alion.io/company/sailpoint/technologies","shared_technologies":92},{"name":"Sony Interactive Entertainment","url":"https://alion.io/company/sony-interactive-entertainment/technologies","shared_technologies":105},{"name":"PayPal","url":"https://alion.io/company/paypal/technologies","shared_technologies":86},{"name":"3Pillar Global","url":"https://alion.io/company/3pillar/technologies","shared_technologies":90}],"html_url":"https://alion.io/company/qad/technologies","json_url":"https://alion.io/company/qad/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-27T17:02:22Z","generated_at":"2026-09-27T17:44:11Z"}}