{"company":{"id":2157311,"name":"Lyell","domain":"lyell.com","url":"https://alion.io/company/lyell"},"answer":"Lyell works mostly with GCP, Claude. Its stack also includes GCP. GCP is named in 2 of the 6 job postings Lyell published in the last 12 months (33%). Counted by Alion from the job postings of Lyell, updated Nov 1, 2026.","window_days":365,"postings_analysed":6,"open_postings":3,"technologies_in_use":10,"modernity_score":60,"ai_adoption":true,"technologies":[{"name":"GCP","layer":"cloud","postings":2,"share":0.3333,"required":2,"open_postings":0,"first_seen":"2026-08-14","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"GMP","layer":"practices","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-10-29","last_seen":"2026-10-30","median_stated_pay_usd":null},{"name":"CAPA","layer":"practices","postings":2,"share":0.3333,"required":1,"open_postings":2,"first_seen":"2026-10-29","last_seen":"2026-10-30","median_stated_pay_usd":null},{"name":"Cell Culture","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-10-29","last_seen":"2026-10-29","median_stated_pay_usd":null},{"name":"Flow Cytometry","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-10-30","last_seen":"2026-10-30","median_stated_pay_usd":null},{"name":"Good Clinical Practice","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":0,"first_seen":"2026-10-14","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"ICH Guidelines","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":"PCR","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-10-30","last_seen":"2026-10-30","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":1,"share":0.1667,"required":0,"open_postings":0,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"LIMS","layer":"tools","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-10-30","last_seen":"2026-10-30","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"hVIVO","url":"https://alion.io/company/hvivo","shared_technologies":4},{"name":"Agomab Therapeutics","url":"https://alion.io/company/agomab","shared_technologies":5},{"name":"BrainChild Bio","url":"https://alion.io/company/brainchildbio","shared_technologies":4},{"name":"Marea Therapeutics","url":"https://alion.io/company/mareatx/technologies","shared_technologies":5},{"name":"Tr1X","url":"https://alion.io/company/tr1x/technologies","shared_technologies":5},{"name":"Cyclepharma","url":"https://alion.io/company/cyclepharma","shared_technologies":5},{"name":"Debiopharm","url":"https://alion.io/company/debiopharm","shared_technologies":4},{"name":"Encoded Therapeutics","url":"https://alion.io/company/encoded","shared_technologies":5}],"html_url":"https://alion.io/company/lyell/technologies","json_url":"https://alion.io/company/lyell/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-11-01T17:10:02Z","generated_at":"2026-11-01T18:08:26Z"}}