{"company":{"id":2465863,"name":"Differential Bio","domain":"differential.bio","url":"https://alion.io/company/differential"},"answer":"Differential Bio builds mostly with Python, MATLAB. Its stack also includes JAX, PyTorch. Python is named in 4 of the 4 job postings Differential Bio published in the last 12 months (100%). Counted by Alion from the job postings of Differential Bio, updated Nov 12, 2026.","window_days":365,"postings_analysed":4,"open_postings":4,"technologies_in_use":16,"modernity_score":60,"ai_adoption":false,"technologies":[{"name":"Python","layer":"languages","postings":4,"share":1,"required":2,"open_postings":4,"first_seen":"2026-08-26","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Bioreactors","layer":"practices","postings":3,"share":0.75,"required":2,"open_postings":3,"first_seen":"2026-08-26","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Design Controls","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-11-02","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Digital Twin","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"JAX","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-11-02","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-11-02","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-11-02","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-11-02","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-11-02","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-11-02","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Time Series","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-11-02","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Transfer Learning","layer":"practices","postings":1,"share":0.25,"required":1,"open_postings":1,"first_seen":"2026-11-02","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"Design of Experiments","layer":"practices","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-11-02","last_seen":"2026-11-02","median_stated_pay_usd":null},{"name":"LIMS","layer":"tools","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":1,"share":0.25,"required":0,"open_postings":1,"first_seen":"2026-11-02","last_seen":"2026-11-02","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Axiom Bio","url":"https://alion.io/company/axi-om/technologies","shared_technologies":10},{"name":"Sanctuary AI","url":"https://alion.io/company/sanctuary/technologies","shared_technologies":9},{"name":"Xaira Therapeutics","url":"https://alion.io/company/xaira-therapeutics/technologies","shared_technologies":11},{"name":"Genentech","url":"https://alion.io/company/gene-com/technologies","shared_technologies":15},{"name":"Focused Energy","url":"https://alion.io/company/focused-ai/technologies","shared_technologies":9},{"name":"United Kingdom Atomic Energy Authority","url":"https://alion.io/company/ukaea/technologies","shared_technologies":9},{"name":"Epfl","url":"https://alion.io/company/epfl/technologies","shared_technologies":9},{"name":"Mariana Minerals","url":"https://alion.io/company/marianaminerals/technologies","shared_technologies":9}],"html_url":"https://alion.io/company/differential/technologies","json_url":"https://alion.io/company/differential/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-11-12T12:52:46Z","generated_at":"2026-11-12T17:52:37Z"}}