{"company":{"id":4594,"name":"Vatica Health","domain":"vaticahealth.com","url":"https://alion.io/company/vatica-health"},"answer":"Vatica Health builds mostly with SQL, Python. Its stack also includes AWS, Azure, Ragas. SQL is named in 2 of the 4 job postings Vatica Health published in the last 12 months (50%). Counted by Alion from the job postings of Vatica Health, updated Oct 16, 2026.","window_days":365,"postings_analysed":4,"open_postings":3,"technologies_in_use":22,"modernity_score":83,"ai_adoption":true,"technologies":[{"name":"SQL","layer":"languages","postings":2,"share":0.5,"required":2,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"OCR","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":1,"share":0.25,"required":1,"open_postings":0,"first_seen":"2026-07-20","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"LangSmith","layer":"cloud","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Ragas","layer":"frameworks","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Helpware","url":"https://alion.io/company/helpware-2/technologies","shared_technologies":20},{"name":"Epiq","url":"https://alion.io/company/epiq/technologies","shared_technologies":19},{"name":"Pravi HR Advisory","url":"https://alion.io/company/pravi-hr-advisory/technologies","shared_technologies":20},{"name":"MRI Software","url":"https://alion.io/company/mrisoftware/technologies","shared_technologies":22},{"name":"Mitratech","url":"https://alion.io/company/mitratech/technologies","shared_technologies":20},{"name":"Keyloop","url":"https://alion.io/company/keyloop/technologies","shared_technologies":19},{"name":"Travelers","url":"https://alion.io/company/travelers/technologies","shared_technologies":20},{"name":"Quantum Sky","url":"https://alion.io/company/quantum-sky/technologies","shared_technologies":20}],"html_url":"https://alion.io/company/vatica-health/technologies","json_url":"https://alion.io/company/vatica-health/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-16T22:29:40Z","generated_at":"2026-10-17T14:44:35Z"}}