{"company":{"id":178057,"name":"Oversight","domain":"oversight.com","url":"https://alion.io/company/oversight-2"},"answer":"Oversight builds mostly with SQL, Python, TypeScript, JavaScript. Its stack also includes AWS, Databricks, PostgreSQL, LangChain. SQL is named in 4 of the 5 job postings Oversight published in the last 12 months (80%). Counted by Alion from the job postings of Oversight, updated Sep 28, 2026.","window_days":365,"postings_analysed":5,"open_postings":4,"technologies_in_use":59,"modernity_score":94,"ai_adoption":true,"technologies":[{"name":"AWS","layer":"cloud","postings":4,"share":0.8,"required":4,"open_postings":3,"first_seen":"2025-10-20","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":4,"share":0.8,"required":4,"open_postings":3,"first_seen":"2025-10-20","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":3,"share":0.6,"required":3,"open_postings":3,"first_seen":"2025-10-20","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":3,"share":0.6,"required":3,"open_postings":3,"first_seen":"2025-10-20","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":3,"share":0.6,"required":2,"open_postings":2,"first_seen":"2025-10-20","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":3,"share":0.6,"required":2,"open_postings":3,"first_seen":"2025-10-20","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":2,"share":0.4,"required":2,"open_postings":2,"first_seen":"2026-06-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":2,"share":0.4,"required":2,"open_postings":2,"first_seen":"2026-06-23","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":2,"share":0.4,"required":2,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":2,"share":0.4,"required":2,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":2,"share":0.4,"required":2,"open_postings":1,"first_seen":"2026-06-08","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":2,"share":0.4,"required":1,"open_postings":2,"first_seen":"2025-10-20","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":2,"share":0.4,"required":1,"open_postings":1,"first_seen":"2026-06-08","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":2,"share":0.4,"required":1,"open_postings":1,"first_seen":"2026-06-08","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":2,"share":0.4,"required":1,"open_postings":1,"first_seen":"2026-06-08","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":2,"share":0.4,"required":1,"open_postings":2,"first_seen":"2025-10-20","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Bitbucket","layer":"cloud","postings":2,"share":0.4,"required":0,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":0,"first_seen":"2026-06-08","last_seen":"2026-06-08","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.2,"required":1,"open_postings":0,"first_seen":"2026-06-08","last_seen":"2026-06-08","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"GPT-4","layer":"ai","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":0,"first_seen":"2026-06-08","last_seen":"2026-06-08","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"OpenAI Codex","layer":"tools","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":1,"share":0.2,"required":1,"open_postings":0,"first_seen":"2026-06-08","last_seen":"2026-06-08","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":1,"share":0.2,"required":1,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Angular","layer":"frameworks","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2025-10-20","last_seen":"2025-10-20","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":1,"share":0.2,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Cursor","first_seen":"2026-09-09"},{"name":"PostgreSQL","first_seen":"2026-09-09"},{"name":"Bitbucket","first_seen":"2026-09-09"},{"name":"ChatGPT","first_seen":"2026-06-23"},{"name":"Copilot","first_seen":"2026-06-23"},{"name":"TypeScript","first_seen":"2026-06-08"},{"name":"Git","first_seen":"2026-06-08"},{"name":"JavaScript","first_seen":"2026-06-08"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Meraki Labs","url":"https://alion.io/company/meraki-labs/technologies","shared_technologies":50},{"name":"Flyte Solutions Ltd","url":"https://alion.io/company/flyte-solutions-ltd/technologies","shared_technologies":47},{"name":"Sonatype","url":"https://alion.io/company/sonatype/technologies","shared_technologies":49},{"name":"GHX","url":"https://alion.io/company/ghx/technologies","shared_technologies":48},{"name":"Azumo","url":"https://alion.io/company/azumo/technologies","shared_technologies":49},{"name":"Shyftlabs","url":"https://alion.io/company/shyftlabs/technologies","shared_technologies":48},{"name":"BlackLine","url":"https://alion.io/company/blackline-com/technologies","shared_technologies":47},{"name":"Epsilon","url":"https://alion.io/company/epsilon/technologies","shared_technologies":48}],"html_url":"https://alion.io/company/oversight-2/technologies","json_url":"https://alion.io/company/oversight-2/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-28T23:41:04Z","generated_at":"2026-09-29T03:43:54Z"}}