{"company":{"id":3510,"name":"Precision for Medicine","domain":"precisionformedicine.com","url":"https://alion.io/company/precision-for-medicine"},"answer":"Precision for Medicine builds mostly with SQL, Python, SAS. Its stack also includes GCP, Power BI. GCP is named in 82 of the 112 job postings Precision for Medicine published in the last 12 months (73%). Counted by Alion from the job postings of Precision for Medicine, updated Oct 13, 2026.","window_days":365,"postings_analysed":112,"open_postings":52,"technologies_in_use":17,"modernity_score":65,"ai_adoption":false,"technologies":[{"name":"GCP","layer":"cloud","postings":82,"share":0.7321,"required":82,"open_postings":46,"first_seen":"2025-12-29","last_seen":"2026-10-09","median_stated_pay_usd":133677},{"name":"Microsoft Excel","layer":"tools","postings":14,"share":0.125,"required":14,"open_postings":4,"first_seen":"2026-03-31","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":12,"share":0.1071,"required":12,"open_postings":2,"first_seen":"2026-06-02","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":9,"share":0.0804,"required":9,"open_postings":0,"first_seen":"2025-01-21","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Path Planning","layer":"practices","postings":5,"share":0.0446,"required":5,"open_postings":0,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":5,"share":0.0446,"required":5,"open_postings":2,"first_seen":"2025-01-21","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"CAPA","layer":"tools","postings":3,"share":0.0268,"required":3,"open_postings":2,"first_seen":"2026-06-17","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":3,"share":0.0268,"required":3,"open_postings":1,"first_seen":"2026-02-26","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":3,"share":0.0268,"required":3,"open_postings":2,"first_seen":"2026-02-26","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":3,"share":0.0268,"required":3,"open_postings":1,"first_seen":"2026-02-26","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":2,"share":0.0179,"required":2,"open_postings":1,"first_seen":"2026-08-27","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":2,"share":0.0179,"required":0,"open_postings":0,"first_seen":"2025-01-21","last_seen":"2026-07-17","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":1,"share":0.0089,"required":1,"open_postings":0,"first_seen":"2026-08-27","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.0089,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Matter","layer":"tools","postings":1,"share":0.0089,"required":1,"open_postings":1,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":1,"share":0.0089,"required":1,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Microsoft Fabric","layer":"cloud","postings":1,"share":0.0089,"required":0,"open_postings":0,"first_seen":"2026-07-17","last_seen":"2026-07-17","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Path Planning","first_seen":"2026-09-16"},{"name":"AI Agents","first_seen":"2026-08-27"},{"name":"CAPA","first_seen":"2026-06-17"},{"name":"Power BI","first_seen":"2026-06-02"}],"rising":[{"name":"Windows","share_from":0,"share_to":11},{"name":"Path Planning","share_from":0,"share_to":6}],"falling":[{"name":"Microsoft Excel","share_from":17,"share_to":11}],"not_seen_180d":[]},"similar_stacks":[{"name":"Precision Medicine Group","url":"https://alion.io/company/precision-medicine-group/technologies","shared_technologies":32},{"name":"KONE","url":"https://alion.io/company/kone/technologies","shared_technologies":27},{"name":"Copeland","url":"https://alion.io/company/copeland-com/technologies","shared_technologies":27},{"name":"Volvo Group","url":"https://alion.io/company/volvo-group/technologies","shared_technologies":27},{"name":"KBR","url":"https://alion.io/company/kbr/technologies","shared_technologies":27},{"name":"onsemi","url":"https://alion.io/company/onsemi/technologies","shared_technologies":28},{"name":"Itron","url":"https://alion.io/company/itron/technologies","shared_technologies":27},{"name":"Hyland Software","url":"https://alion.io/company/hyland-software/technologies","shared_technologies":27}],"html_url":"https://alion.io/company/precision-for-medicine/technologies","json_url":"https://alion.io/company/precision-for-medicine/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-13T12:52:41Z","generated_at":"2026-10-13T15:29:33Z"}}