{"company":{"id":673008,"name":"Ceribell","domain":"ceribell.com","url":"https://alion.io/company/ceribell"},"answer":"Ceribell builds mostly with Python, C++, MATLAB. Its stack also includes GCP, Linux, Qt, Ray. Python is named in 3 of the 17 job postings Ceribell published in the last 12 months (18%). Counted by Alion from the job postings of Ceribell, updated Oct 12, 2026.","window_days":365,"postings_analysed":17,"open_postings":9,"technologies_in_use":22,"modernity_score":86,"ai_adoption":true,"technologies":[{"name":"Microsoft Excel","layer":"tools","postings":6,"share":0.3529,"required":1,"open_postings":2,"first_seen":"2026-07-22","last_seen":"2026-10-02","median_stated_pay_usd":90000},{"name":"GCP","layer":"cloud","postings":3,"share":0.1765,"required":3,"open_postings":2,"first_seen":"2026-07-14","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":3,"share":0.1765,"required":3,"open_postings":1,"first_seen":"2026-03-31","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":3,"share":0.1765,"required":3,"open_postings":3,"first_seen":"2026-07-30","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":3,"share":0.1765,"required":3,"open_postings":3,"first_seen":"2026-08-05","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-03-31","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Wi-Fi","layer":"practices","postings":2,"share":0.1176,"required":2,"open_postings":1,"first_seen":"2026-03-31","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":1,"share":0.0588,"required":1,"open_postings":0,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":1,"share":0.0588,"required":1,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Google Cloud Run","layer":"cloud","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Okta","layer":"cloud","postings":1,"share":0.0588,"required":1,"open_postings":0,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Qt","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":1,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Ray","layer":"frameworks","postings":1,"share":0.0588,"required":1,"open_postings":0,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null},{"name":"Sensor Fusion","layer":"practices","postings":1,"share":0.0588,"required":1,"open_postings":0,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":1,"share":0.0588,"required":1,"open_postings":0,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"C++","first_seen":"2026-08-17"},{"name":"Python","first_seen":"2026-08-05"},{"name":"Machine Learning","first_seen":"2026-07-30"},{"name":"Microsoft Excel","first_seen":"2026-07-22"},{"name":"GCP","first_seen":"2026-07-14"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Whirlpool Corporation","url":"https://alion.io/company/whirlpool-2/technologies","shared_technologies":20},{"name":"STARK Defence","url":"https://alion.io/company/stark-defence/technologies","shared_technologies":18},{"name":"Ellison Institute of Technology","url":"https://alion.io/company/ellison-institute-of-technology/technologies","shared_technologies":17},{"name":"Silicon Labs","url":"https://alion.io/company/silabs/technologies","shared_technologies":17},{"name":"John Deere","url":"https://alion.io/company/deere-com/technologies","shared_technologies":19},{"name":"SimpliSafe","url":"https://alion.io/company/simplisafe/technologies","shared_technologies":18},{"name":"Hadrian","url":"https://alion.io/company/hadrianautomation/technologies","shared_technologies":20},{"name":"Skylo Technologies","url":"https://alion.io/company/skylo-technologies/technologies","shared_technologies":18}],"html_url":"https://alion.io/company/ceribell/technologies","json_url":"https://alion.io/company/ceribell/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-12T06:18:06Z","generated_at":"2026-10-12T14:21:44Z"}}