{"company":{"id":35747,"name":"Cedars-Sinai","domain":"cedars-sinai.org","url":"https://alion.io/company/study-explores-how-coffee-may-protect-the-liver"},"answer":"Cedars-Sinai builds mostly with SQL, Python, SPSS, SAS. Its stack also includes GCP, Windows, Neo4j, MS SQL. GCP is named in 30 of the 66 job postings Cedars-Sinai published in the last 12 months (45%). Counted by Alion from the job postings of Cedars-Sinai, updated Nov 1, 2026.","window_days":365,"postings_analysed":66,"open_postings":44,"technologies_in_use":37,"modernity_score":64,"ai_adoption":false,"technologies":[{"name":"GCP","layer":"cloud","postings":30,"share":0.4545,"required":30,"open_postings":18,"first_seen":"2025-05-23","last_seen":"2026-10-30","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":11,"share":0.1667,"required":9,"open_postings":6,"first_seen":"2026-06-17","last_seen":"2026-10-30","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":11,"share":0.1667,"required":7,"open_postings":7,"first_seen":"2024-01-13","last_seen":"2026-10-30","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":10,"share":0.1515,"required":9,"open_postings":5,"first_seen":"2024-01-13","last_seen":"2026-10-30","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":8,"share":0.1212,"required":8,"open_postings":4,"first_seen":"2026-05-07","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Good Clinical Practice","layer":"practices","postings":7,"share":0.1061,"required":7,"open_postings":7,"first_seen":"2026-09-29","last_seen":"2026-10-30","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":5,"share":0.0758,"required":4,"open_postings":4,"first_seen":"2024-01-22","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":4,"share":0.0606,"required":4,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"SPSS","layer":"languages","postings":4,"share":0.0606,"required":3,"open_postings":3,"first_seen":"2026-05-27","last_seen":"2026-10-28","median_stated_pay_usd":null},{"name":"Neo4j","layer":"data","postings":3,"share":0.0455,"required":3,"open_postings":1,"first_seen":"2026-08-18","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":3,"share":0.0455,"required":2,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-27","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":3,"share":0.0455,"required":2,"open_postings":2,"first_seen":"2026-05-27","last_seen":"2026-10-28","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":2,"share":0.0303,"required":2,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":2,"share":0.0303,"required":2,"open_postings":2,"first_seen":"2024-01-13","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":2,"share":0.0303,"required":2,"open_postings":2,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":2,"share":0.0303,"required":2,"open_postings":2,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"SAP BusinessObjects","layer":"cloud","postings":2,"share":0.0303,"required":2,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":2,"share":0.0303,"required":2,"open_postings":2,"first_seen":"2026-06-19","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":2,"share":0.0303,"required":2,"open_postings":1,"first_seen":"2026-08-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":2,"share":0.0303,"required":2,"open_postings":2,"first_seen":"2026-06-19","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Stata","layer":"languages","postings":2,"share":0.0303,"required":1,"open_postings":2,"first_seen":"2026-05-27","last_seen":"2026-10-28","median_stated_pay_usd":null},{"name":"Abstract","layer":"other","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-04-28","last_seen":"2026-04-28","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-06-19","last_seen":"2026-06-19","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-06-19","last_seen":"2026-06-19","median_stated_pay_usd":null},{"name":"HL7","layer":"tools","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-06-19","last_seen":"2026-06-19","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.0152,"required":1,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2025-01-24","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"Microsoft Fabric","layer":"cloud","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-10-22","last_seen":"2026-10-22","median_stated_pay_usd":null},{"name":"Motion Planning","layer":"practices","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"SLAM","layer":"practices","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-08-28","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":1,"share":0.0152,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0152,"required":0,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Power BI","first_seen":"2026-10-22"},{"name":"MS SQL","first_seen":"2026-10-22"},{"name":"Good Clinical Practice","first_seen":"2026-09-29"},{"name":"CI/CD","first_seen":"2026-09-10"},{"name":"Oracle","first_seen":"2026-09-10"},{"name":"SAP BusinessObjects","first_seen":"2026-08-19"},{"name":"Tableau","first_seen":"2026-08-19"},{"name":"GitHub","first_seen":"2026-08-18"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"University of Arkansas System","url":"https://alion.io/company/uasys-edu/technologies","shared_technologies":29},{"name":"ProSidian Consulting","url":"https://alion.io/company/prosidian/technologies","shared_technologies":29},{"name":"Mass General Brigham","url":"https://alion.io/company/massgeneralbrigham/technologies","shared_technologies":30},{"name":"Uni Systems","url":"https://alion.io/company/uni-systems/technologies","shared_technologies":28},{"name":"ExxonMobil","url":"https://alion.io/company/exxonmobil/technologies","shared_technologies":29},{"name":"Texas A&M University System","url":"https://alion.io/company/tamus/technologies","shared_technologies":28},{"name":"University of Washington","url":"https://alion.io/company/university-of-washington/technologies","shared_technologies":31},{"name":"Philips","url":"https://alion.io/company/philips-2/technologies","shared_technologies":31}],"html_url":"https://alion.io/company/study-explores-how-coffee-may-protect-the-liver/technologies","json_url":"https://alion.io/company/study-explores-how-coffee-may-protect-the-liver/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-11-01T05:59:43Z","generated_at":"2026-11-03T11:55:39Z"}}