{"company":{"id":2667034,"name":"In4Ge","domain":"in4ge.com","url":"https://alion.io/company/in4ge"},"answer":"In4Ge builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes GCP, Kubernetes, LangChain, LangGraph. GCP is named in 33 of the 84 job postings In4Ge published in the last 12 months (39%). Counted by Alion from the job postings of In4Ge, updated Sep 28, 2026.","window_days":365,"postings_analysed":84,"open_postings":80,"technologies_in_use":185,"modernity_score":86,"ai_adoption":true,"technologies":[{"name":"CI/CD","layer":"practices","postings":41,"share":0.4881,"required":28,"open_postings":40,"first_seen":"2026-05-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":33,"share":0.3929,"required":30,"open_postings":32,"first_seen":"2026-05-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":32,"share":0.381,"required":27,"open_postings":30,"first_seen":"2026-05-22","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":28,"share":0.3333,"required":27,"open_postings":28,"first_seen":"2026-05-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":25,"share":0.2976,"required":19,"open_postings":24,"first_seen":"2026-05-22","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":21,"share":0.25,"required":13,"open_postings":21,"first_seen":"2026-05-25","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":20,"share":0.2381,"required":17,"open_postings":20,"first_seen":"2026-05-27","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":19,"share":0.2262,"required":11,"open_postings":19,"first_seen":"2026-05-25","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":18,"share":0.2143,"required":14,"open_postings":18,"first_seen":"2026-06-03","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":17,"share":0.2024,"required":13,"open_postings":17,"first_seen":"2026-05-25","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":15,"share":0.1786,"required":14,"open_postings":15,"first_seen":"2026-06-03","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":15,"share":0.1786,"required":12,"open_postings":15,"first_seen":"2026-05-25","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":14,"share":0.1667,"required":10,"open_postings":14,"first_seen":"2026-05-25","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":14,"share":0.1667,"required":2,"open_postings":14,"first_seen":"2026-05-26","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":13,"share":0.1548,"required":11,"open_postings":12,"first_seen":"2026-05-25","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":13,"share":0.1548,"required":10,"open_postings":13,"first_seen":"2026-06-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":11,"share":0.131,"required":6,"open_postings":11,"first_seen":"2026-06-15","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":11,"share":0.131,"required":5,"open_postings":11,"first_seen":"2026-05-26","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":10,"share":0.119,"required":10,"open_postings":10,"first_seen":"2026-05-26","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":10,"share":0.119,"required":6,"open_postings":10,"first_seen":"2026-05-25","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":10,"share":0.119,"required":4,"open_postings":10,"first_seen":"2026-05-25","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":9,"share":0.1071,"required":7,"open_postings":9,"first_seen":"2026-05-25","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":9,"share":0.1071,"required":7,"open_postings":9,"first_seen":"2026-06-03","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":9,"share":0.1071,"required":7,"open_postings":9,"first_seen":"2026-05-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":9,"share":0.1071,"required":7,"open_postings":9,"first_seen":"2026-05-25","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":9,"share":0.1071,"required":7,"open_postings":8,"first_seen":"2026-05-22","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":9,"share":0.1071,"required":6,"open_postings":9,"first_seen":"2026-07-30","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":9,"share":0.1071,"required":4,"open_postings":9,"first_seen":"2026-06-09","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":8,"share":0.0952,"required":7,"open_postings":8,"first_seen":"2026-07-21","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":8,"share":0.0952,"required":4,"open_postings":8,"first_seen":"2026-06-03","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":7,"share":0.0833,"required":6,"open_postings":6,"first_seen":"2026-05-20","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":7,"share":0.0833,"required":5,"open_postings":7,"first_seen":"2026-06-15","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":6,"share":0.0714,"required":5,"open_postings":6,"first_seen":"2026-06-23","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Google GKE","layer":"cloud","postings":6,"share":0.0714,"required":5,"open_postings":6,"first_seen":"2026-05-25","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":6,"share":0.0714,"required":4,"open_postings":6,"first_seen":"2026-06-09","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":6,"share":0.0714,"required":4,"open_postings":6,"first_seen":"2026-05-25","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":6,"share":0.0714,"required":4,"open_postings":6,"first_seen":"2026-07-14","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":6,"share":0.0714,"required":3,"open_postings":6,"first_seen":"2026-05-27","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":6,"share":0.0714,"required":2,"open_postings":6,"first_seen":"2026-06-03","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":5,"share":0.0595,"required":5,"open_postings":5,"first_seen":"2026-05-25","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":5,"share":0.0595,"required":3,"open_postings":5,"first_seen":"2026-07-23","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":4,"share":0.0476,"required":4,"open_postings":4,"first_seen":"2026-07-16","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":4,"share":0.0476,"required":4,"open_postings":4,"first_seen":"2026-06-15","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":4,"share":0.0476,"required":2,"open_postings":4,"first_seen":"2026-06-23","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Semantic Kernel","layer":"tools","postings":4,"share":0.0476,"required":2,"open_postings":4,"first_seen":"2026-06-03","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":4,"share":0.0476,"required":1,"open_postings":4,"first_seen":"2026-07-20","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"MuleSoft","layer":"cloud","postings":3,"share":0.0357,"required":3,"open_postings":3,"first_seen":"2026-06-03","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Next.js","layer":"frameworks","postings":3,"share":0.0357,"required":3,"open_postings":3,"first_seen":"2026-08-03","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":3,"share":0.0357,"required":3,"open_postings":3,"first_seen":"2026-05-26","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":3,"share":0.0357,"required":2,"open_postings":3,"first_seen":"2026-05-25","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":3,"share":0.0357,"required":2,"open_postings":3,"first_seen":"2026-06-03","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":3,"share":0.0357,"required":2,"open_postings":3,"first_seen":"2026-06-03","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":3,"share":0.0357,"required":2,"open_postings":3,"first_seen":"2026-05-25","last_seen":"2026-06-03","median_stated_pay_usd":null},{"name":"Google Cloud Run","layer":"cloud","postings":3,"share":0.0357,"required":2,"open_postings":3,"first_seen":"2026-05-25","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":3,"share":0.0357,"required":2,"open_postings":3,"first_seen":"2026-07-23","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Nest.JS","layer":"frameworks","postings":3,"share":0.0357,"required":2,"open_postings":3,"first_seen":"2026-06-15","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":3,"share":0.0357,"required":2,"open_postings":3,"first_seen":"2026-07-21","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":3,"share":0.0357,"required":2,"open_postings":3,"first_seen":"2026-05-25","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":3,"share":0.0357,"required":1,"open_postings":3,"first_seen":"2026-05-26","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":3,"share":0.0357,"required":1,"open_postings":3,"first_seen":"2026-06-10","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":3,"share":0.0357,"required":1,"open_postings":2,"first_seen":"2026-05-25","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":3,"share":0.0357,"required":1,"open_postings":3,"first_seen":"2026-05-25","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":3,"share":0.0357,"required":0,"open_postings":3,"first_seen":"2026-06-03","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":3,"share":0.0357,"required":0,"open_postings":3,"first_seen":"2026-07-30","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"ASP.NET Core","layer":"frameworks","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-06-23","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-05-26","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Azure Cosmos DB","layer":"data","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-08-07","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-06-09","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-07-21","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Google ADK","layer":"tools","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Istio","layer":"cloud","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Kubeflow","layer":"cloud","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-05-25","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-05-26","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":2,"share":0.0238,"required":2,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"Neo4j","layer":"data","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-05-25","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-06-09","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Structured Outputs","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-07-21","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Teradata","layer":"data","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"pgvector","layer":"frameworks","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-08-28","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-07-24","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":2,"share":0.0238,"required":1,"open_postings":2,"first_seen":"2026-06-09","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Express","layer":"frameworks","postings":2,"share":0.0238,"required":1,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Figma","layer":"cloud","postings":2,"share":0.0238,"required":1,"open_postings":2,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":2,"share":0.0238,"required":1,"open_postings":2,"first_seen":"2026-05-25","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"GraphRAG","layer":"practices","postings":2,"share":0.0238,"required":1,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Microsoft Fabric","layer":"cloud","postings":2,"share":0.0238,"required":1,"open_postings":2,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":2,"share":0.0238,"required":1,"open_postings":2,"first_seen":"2026-05-25","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Dagster","layer":"frameworks","postings":2,"share":0.0238,"required":0,"open_postings":2,"first_seen":"2026-05-25","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Django","layer":"frameworks","postings":2,"share":0.0238,"required":0,"open_postings":2,"first_seen":"2026-05-26","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":2,"share":0.0238,"required":0,"open_postings":2,"first_seen":"2026-07-23","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":2,"share":0.0238,"required":0,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"OCR","layer":"practices","postings":2,"share":0.0238,"required":0,"open_postings":2,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":2,"share":0.0238,"required":0,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":2,"share":0.0238,"required":0,"open_postings":2,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"A2A","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Asyncio","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Azure AKS","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Context Engineering","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-06-09","last_seen":"2026-06-09","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"FAISS","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-06-03","last_seen":"2026-06-03","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Haystack","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Informatica","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Jest","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"KServe","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Keycloak","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"LiteLLM","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"MariaDB","layer":"data","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-26","last_seen":"2026-05-26","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-09-04","last_seen":"2026-09-04","median_stated_pay_usd":null},{"name":"Microsoft Defender","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"Microsoft Sentinel","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Open Policy Agent","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Open WebUI","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"OpenAI Agents SDK","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"PHP","layer":"languages","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-26","last_seen":"2026-05-26","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-06-09","last_seen":"2026-06-09","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-05-20","last_seen":"2026-05-20","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Pydantic","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Qdrant","layer":"data","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"RLHF","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Scala","layer":"languages","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"SciPy","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Spine","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Spring Cloud","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Streamlit","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Symfony","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-26","last_seen":"2026-05-26","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Tool Use","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-23","last_seen":"2026-07-23","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Triton Inference Server","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"ABAP","layer":"languages","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-06-09","last_seen":"2026-06-09","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Adobe After Effects","layer":"tools","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Adobe Premiere Pro","layer":"tools","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"AgentOps","layer":"tools","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Axure RP","layer":"tools","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":1,"share":0.0119,"required":0,"open_postings":0,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Concourse","layer":"tools","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-06-09","last_seen":"2026-06-09","median_stated_pay_usd":null},{"name":"Copilot Studio","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Entity Framework Core","layer":"frameworks","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"Hadoop","layer":"frameworks","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Langfuse","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"LoRA","layer":"ai","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"LookML","layer":"languages","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"PEFT","layer":"ai","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"ProtoPie","layer":"tools","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"RabbitMQ","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"SAP BTP","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-06-09","last_seen":"2026-06-09","median_stated_pay_usd":null},{"name":"Spring Framework","layer":"frameworks","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Google ADK","first_seen":"2026-09-11"},{"name":"OCR","first_seen":"2026-09-11"},{"name":"GraphRAG","first_seen":"2026-09-08"},{"name":"Multi-Agent Systems","first_seen":"2026-09-08"},{"name":"SLI/SLO/SLA","first_seen":"2026-09-04"},{"name":"Neo4j","first_seen":"2026-08-28"},{"name":"pgvector","first_seen":"2026-08-28"}],"rising":[{"name":"Rest API","share_from":9,"share_to":33},{"name":"Azure","share_from":9,"share_to":29},{"name":"PostgreSQL","share_from":0,"share_to":18},{"name":"Snowflake","share_from":3,"share_to":20},{"name":"LangGraph","share_from":6,"share_to":22},{"name":"Claude","share_from":0,"share_to":16},{"name":"LLM","share_from":24,"share_to":39},{"name":"Model Context Protocol","share_from":3,"share_to":16}],"falling":[{"name":"Terraform","share_from":27,"share_to":12},{"name":"BigQuery","share_from":18,"share_to":6},{"name":"Google BigQuery","share_from":18,"share_to":6},{"name":"Vertex AI","share_from":18,"share_to":8},{"name":"GitOps","share_from":9,"share_to":0},{"name":"Java","share_from":15,"share_to":8},{"name":"IAM","share_from":12,"share_to":6},{"name":"Gemini","share_from":15,"share_to":10}],"not_seen_180d":[]},"similar_stacks":[{"name":"Fractal","url":"https://alion.io/company/fractal-analytics/technologies","shared_technologies":145},{"name":"Tiger Analytics","url":"https://alion.io/company/tigeranalytics/technologies","shared_technologies":124},{"name":"Avenga","url":"https://alion.io/company/avenga/technologies","shared_technologies":129},{"name":"Brillio","url":"https://alion.io/company/brillio/technologies","shared_technologies":154},{"name":"Onepoint","url":"https://alion.io/company/groupeonepoint/technologies","shared_technologies":126},{"name":"Bristol Myers Squibb","url":"https://alion.io/company/bms/technologies","shared_technologies":138},{"name":"PricewaterhouseCoopers","url":"https://alion.io/company/pwc/technologies","shared_technologies":139},{"name":"Anaplan","url":"https://alion.io/company/anaplan/technologies","shared_technologies":119}],"html_url":"https://alion.io/company/in4ge/technologies","json_url":"https://alion.io/company/in4ge/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-28T20:43:30Z","generated_at":"2026-09-28T20:45:40Z"}}