{"company":{"id":3583,"name":"Elanco","domain":"elanco.com","url":"https://alion.io/company/elanco"},"answer":"Elanco builds mostly with Python, SQL, Go, JavaScript. Its stack also includes GCP, Azure, React.js, Next.js. GCP is named in 26 of the 84 job postings Elanco published in the last 12 months (31%). Counted by Alion from the job postings of Elanco, updated Sep 27, 2026.","window_days":365,"postings_analysed":84,"open_postings":52,"technologies_in_use":76,"modernity_score":71,"ai_adoption":true,"technologies":[{"name":"GCP","layer":"cloud","postings":26,"share":0.3095,"required":16,"open_postings":17,"first_seen":"2025-10-13","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":23,"share":0.2738,"required":15,"open_postings":14,"first_seen":"2025-10-13","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":18,"share":0.2143,"required":13,"open_postings":15,"first_seen":"2026-02-19","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":17,"share":0.2024,"required":13,"open_postings":9,"first_seen":"2025-10-13","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":16,"share":0.1905,"required":8,"open_postings":8,"first_seen":"2026-04-16","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":13,"share":0.1548,"required":10,"open_postings":9,"first_seen":"2026-04-16","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"CAPA","layer":"tools","postings":8,"share":0.0952,"required":7,"open_postings":5,"first_seen":"2026-07-20","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":8,"share":0.0952,"required":4,"open_postings":5,"first_seen":"2026-04-16","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":8,"share":0.0952,"required":2,"open_postings":4,"first_seen":"2025-10-13","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":7,"share":0.0833,"required":7,"open_postings":2,"first_seen":"2026-05-08","last_seen":"2026-08-28","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":7,"share":0.0833,"required":7,"open_postings":3,"first_seen":"2025-10-13","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":6,"share":0.0714,"required":6,"open_postings":3,"first_seen":"2026-05-05","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Twelve-Factor App","layer":"practices","postings":6,"share":0.0714,"required":5,"open_postings":4,"first_seen":"2025-10-13","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":6,"share":0.0714,"required":3,"open_postings":3,"first_seen":"2026-05-19","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":5,"share":0.0595,"required":5,"open_postings":4,"first_seen":"2026-04-16","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":5,"share":0.0595,"required":5,"open_postings":3,"first_seen":"2026-02-02","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":5,"share":0.0595,"required":3,"open_postings":2,"first_seen":"2026-04-16","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":5,"share":0.0595,"required":2,"open_postings":3,"first_seen":"2026-04-16","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":4,"share":0.0476,"required":4,"open_postings":2,"first_seen":"2026-06-26","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":4,"share":0.0476,"required":3,"open_postings":3,"first_seen":"2026-05-05","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":4,"share":0.0476,"required":3,"open_postings":3,"first_seen":"2026-05-05","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":4,"share":0.0476,"required":1,"open_postings":2,"first_seen":"2026-05-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":4,"share":0.0476,"required":0,"open_postings":2,"first_seen":"2026-05-19","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"AutoCAD","layer":"tools","postings":4,"share":0.0476,"required":0,"open_postings":3,"first_seen":"2026-05-21","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":4,"share":0.0476,"required":0,"open_postings":1,"first_seen":"2025-10-13","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":3,"share":0.0357,"required":3,"open_postings":2,"first_seen":"2026-05-19","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Node JS","layer":"languages","postings":3,"share":0.0357,"required":3,"open_postings":0,"first_seen":"2026-06-19","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":3,"share":0.0357,"required":3,"open_postings":2,"first_seen":"2026-06-26","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":3,"share":0.0357,"required":1,"open_postings":1,"first_seen":"2026-06-26","last_seen":"2026-09-02","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-05-05","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":2,"share":0.0238,"required":2,"open_postings":1,"first_seen":"2026-06-12","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":0,"first_seen":"2025-10-13","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-09-01","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-04-16","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Next.js","layer":"frameworks","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-06-26","last_seen":"2026-08-20","median_stated_pay_usd":null},{"name":"OpenCV","layer":"frameworks","postings":2,"share":0.0238,"required":2,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":2,"share":0.0238,"required":2,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"SAP BTP","layer":"cloud","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-05-05","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":2,"share":0.0238,"required":2,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Synthetic Data","layer":"practices","postings":2,"share":0.0238,"required":2,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":2,"share":0.0238,"required":2,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":2,"share":0.0238,"required":2,"open_postings":1,"first_seen":"2026-02-24","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"ABAP","layer":"languages","postings":2,"share":0.0238,"required":1,"open_postings":2,"first_seen":"2026-05-05","last_seen":"2026-07-20","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":2,"share":0.0238,"required":1,"open_postings":1,"first_seen":"2026-05-05","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":2,"share":0.0238,"required":1,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Strapi","layer":"tools","postings":2,"share":0.0238,"required":1,"open_postings":0,"first_seen":"2026-06-19","last_seen":"2026-07-27","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":2,"share":0.0238,"required":0,"open_postings":1,"first_seen":"2026-05-05","last_seen":"2026-05-08","median_stated_pay_usd":null},{"name":"SLURM","layer":"tools","postings":2,"share":0.0238,"required":0,"open_postings":0,"first_seen":"2025-10-13","last_seen":"2026-05-13","median_stated_pay_usd":null},{"name":"Adobe Photoshop","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-19","last_seen":"2026-05-19","median_stated_pay_usd":null},{"name":"Collibra","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Delinea","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Digital Twin","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"Explainable AI","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-08-19","last_seen":"2026-08-19","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-07-08","last_seen":"2026-07-08","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-05-05","last_seen":"2026-05-05","median_stated_pay_usd":null},{"name":"SAP BW","layer":"data","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-09-14","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Shift-Left","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Source 2","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":1,"share":0.0119,"required":1,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":0,"first_seen":"2026-05-08","last_seen":"2026-05-08","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":1,"share":0.0119,"required":0,"open_postings":0,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":1,"share":0.0119,"required":0,"open_postings":0,"first_seen":"2026-05-08","last_seen":"2026-05-08","median_stated_pay_usd":null},{"name":"Diffusion Models","layer":"practices","postings":1,"share":0.0119,"required":0,"open_postings":1,"first_seen":"2026-08-06","last_seen":"2026-08-06","median_stated_pay_usd":null},{"name":"QlikSense","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":0,"first_seen":"2026-04-16","last_seen":"2026-04-16","median_stated_pay_usd":null},{"name":"SAP BusinessObjects","layer":"cloud","postings":1,"share":0.0119,"required":0,"open_postings":0,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Self-Healing","first_seen":"2026-09-15"},{"name":"Multimodal AI","first_seen":"2026-09-01"},{"name":"Computer Vision","first_seen":"2026-08-05"},{"name":"OpenCV","first_seen":"2026-08-05"},{"name":"PyTorch","first_seen":"2026-08-05"},{"name":"Scikit-learn","first_seen":"2026-08-05"},{"name":"Synthetic Data","first_seen":"2026-08-05"},{"name":"TensorFlow","first_seen":"2026-08-05"}],"rising":[{"name":"CAPA","share_from":0,"share_to":13},{"name":"Microsoft Excel","share_from":13,"share_to":23},{"name":"Machine Learning","share_from":0,"share_to":9}],"falling":[{"name":"Azure","share_from":53,"share_to":19},{"name":"GCP","share_from":47,"share_to":25},{"name":"Kubernetes","share_from":27,"share_to":5},{"name":"GitHub","share_from":20,"share_to":2},{"name":"CI/CD","share_from":33,"share_to":16},{"name":"TypeScript","share_from":20,"share_to":3},{"name":"Terraform","share_from":20,"share_to":3},{"name":"Power BI","share_from":33,"share_to":17}],"not_seen_180d":[]},"similar_stacks":[{"name":"ExxonMobil","url":"https://alion.io/company/exxonmobil/technologies","shared_technologies":56},{"name":"Novartis","url":"https://alion.io/company/novartis/technologies","shared_technologies":53},{"name":"General Mills","url":"https://alion.io/company/general-mills/technologies","shared_technologies":51},{"name":"Gilead Sciences","url":"https://alion.io/company/gilead/technologies","shared_technologies":55},{"name":"Scout Motors","url":"https://alion.io/company/scout-motors/technologies","shared_technologies":54},{"name":"The Coca-Cola Company","url":"https://alion.io/company/the-coca-cola-company/technologies","shared_technologies":60},{"name":"Lam Research","url":"https://alion.io/company/lam-research/technologies","shared_technologies":64},{"name":"TIAA","url":"https://alion.io/company/tiaa/technologies","shared_technologies":54}],"html_url":"https://alion.io/company/elanco/technologies","json_url":"https://alion.io/company/elanco/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-27T03:19:29Z","generated_at":"2026-09-27T04:58:30Z"}}