{"company":{"id":6893,"name":"Camber","domain":"camber.health","url":"https://alion.io/company/camber"},"answer":"Camber builds mostly with Python, SQL. Its stack also includes AWS, Apache Kafka, PostgreSQL, Flink. AWS is named in 4 of the 6 job postings Camber published in the last 12 months (67%). Counted by Alion from the job postings of Camber, updated Oct 17, 2026.","window_days":365,"postings_analysed":6,"open_postings":3,"technologies_in_use":20,"modernity_score":79,"ai_adoption":true,"technologies":[{"name":"AWS","layer":"cloud","postings":4,"share":0.6667,"required":4,"open_postings":2,"first_seen":"2025-08-15","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":4,"share":0.6667,"required":4,"open_postings":2,"first_seen":"2026-03-05","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":3,"share":0.5,"required":3,"open_postings":1,"first_seen":"2026-03-05","last_seen":"2026-03-25","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":3,"share":0.5,"required":1,"open_postings":1,"first_seen":"2025-08-15","last_seen":"2026-03-25","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":3,"share":0.5,"required":1,"open_postings":1,"first_seen":"2026-03-05","last_seen":"2026-03-25","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":3,"share":0.5,"required":1,"open_postings":2,"first_seen":"2026-03-05","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":2,"share":0.3333,"required":2,"open_postings":1,"first_seen":"2026-03-05","last_seen":"2026-03-25","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Flink","layer":"frameworks","postings":1,"share":0.1667,"required":1,"open_postings":0,"first_seen":"2026-03-05","last_seen":"2026-03-05","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":1,"share":0.1667,"required":0,"open_postings":0,"first_seen":"2026-04-03","last_seen":"2026-04-03","median_stated_pay_usd":null},{"name":"Metabase","layer":"cloud","postings":1,"share":0.1667,"required":0,"open_postings":0,"first_seen":"2026-04-03","last_seen":"2026-04-03","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[{"name":"Spark","last_seen":"2026-03-25"},{"name":"Python","last_seen":"2026-03-25"},{"name":"SQL","last_seen":"2026-03-25"},{"name":"dbt","last_seen":"2026-03-25"}]},"similar_stacks":[{"name":"LaunchDarkly","url":"https://alion.io/company/launchdarkly/technologies","shared_technologies":23},{"name":"dLocal","url":"https://alion.io/company/dlocal/technologies","shared_technologies":22},{"name":"Live Front","url":"https://alion.io/company/livefront/technologies","shared_technologies":22},{"name":"Metropolis Technologies","url":"https://alion.io/company/metropolis-technologies/technologies","shared_technologies":22},{"name":"Hims & Hers","url":"https://alion.io/company/hims/technologies","shared_technologies":23},{"name":"Thoughtworks","url":"https://alion.io/company/thoughtworks/technologies","shared_technologies":23},{"name":"Aircall","url":"https://alion.io/company/aircall/technologies","shared_technologies":23},{"name":"Toast","url":"https://alion.io/company/toasttab/technologies","shared_technologies":23}],"html_url":"https://alion.io/company/camber/technologies","json_url":"https://alion.io/company/camber/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-17T04:13:19Z","generated_at":"2026-10-17T15:13:39Z"}}