{"company":{"id":4267,"name":"Regeneron Pharmaceuticals","domain":"regeneron.com","url":"https://alion.io/company/regeneron"},"answer":"Regeneron Pharmaceuticals builds mostly with Python, SQL, SAS, MATLAB. Its stack also includes GCP, Power BI, Snowflake, Oracle. GCP is named in 43 of the 238 job postings Regeneron Pharmaceuticals published in the last 12 months (18%). Counted by Alion from the job postings of Regeneron Pharmaceuticals, updated Oct 25, 2026.","window_days":365,"postings_analysed":238,"open_postings":223,"technologies_in_use":159,"modernity_score":74,"ai_adoption":true,"technologies":[{"name":"GMP","layer":"practices","postings":60,"share":0.2521,"required":59,"open_postings":59,"first_seen":"2026-07-20","last_seen":"2026-10-23","median_stated_pay_usd":128700},{"name":"GCP","layer":"cloud","postings":43,"share":0.1807,"required":43,"open_postings":38,"first_seen":"2026-07-20","last_seen":"2026-10-23","median_stated_pay_usd":245500},{"name":"CAPA","layer":"practices","postings":33,"share":0.1387,"required":33,"open_postings":31,"first_seen":"2026-07-20","last_seen":"2026-10-23","median_stated_pay_usd":168500},{"name":"Python","layer":"languages","postings":25,"share":0.105,"required":23,"open_postings":25,"first_seen":"2026-07-29","last_seen":"2026-10-23","median_stated_pay_usd":179300},{"name":"Power BI","layer":"cloud","postings":16,"share":0.0672,"required":15,"open_postings":16,"first_seen":"2026-07-31","last_seen":"2026-10-23","median_stated_pay_usd":219200},{"name":"Machine Learning","layer":"practices","postings":16,"share":0.0672,"required":14,"open_postings":16,"first_seen":"2026-08-24","last_seen":"2026-10-23","median_stated_pay_usd":179300},{"name":"SQL","layer":"languages","postings":15,"share":0.063,"required":15,"open_postings":15,"first_seen":"2026-07-29","last_seen":"2026-10-23","median_stated_pay_usd":179300},{"name":"Good Clinical Practice","layer":"practices","postings":14,"share":0.0588,"required":14,"open_postings":14,"first_seen":"2026-08-13","last_seen":"2026-10-21","median_stated_pay_usd":249150},{"name":"Tableau","layer":"cloud","postings":13,"share":0.0546,"required":12,"open_postings":13,"first_seen":"2026-07-31","last_seen":"2026-10-23","median_stated_pay_usd":237900},{"name":"Microsoft Excel","layer":"tools","postings":12,"share":0.0504,"required":12,"open_postings":9,"first_seen":"2026-08-19","last_seen":"2026-10-19","median_stated_pay_usd":128700},{"name":"Chromatography","layer":"practices","postings":12,"share":0.0504,"required":11,"open_postings":12,"first_seen":"2026-08-13","last_seen":"2026-10-23","median_stated_pay_usd":110050},{"name":"Cell Culture","layer":"practices","postings":12,"share":0.0504,"required":10,"open_postings":12,"first_seen":"2026-09-21","last_seen":"2026-10-21","median_stated_pay_usd":105050},{"name":"AI Agents","layer":"practices","postings":11,"share":0.0462,"required":10,"open_postings":10,"first_seen":"2026-08-05","last_seen":"2026-10-16","median_stated_pay_usd":424900},{"name":"LIMS","layer":"tools","postings":11,"share":0.0462,"required":10,"open_postings":11,"first_seen":"2026-08-17","last_seen":"2026-10-23","median_stated_pay_usd":153300},{"name":"Mass Spectrometry","layer":"practices","postings":10,"share":0.042,"required":10,"open_postings":10,"first_seen":"2026-08-13","last_seen":"2026-10-23","median_stated_pay_usd":140850},{"name":"SAS","layer":"languages","postings":10,"share":0.042,"required":10,"open_postings":9,"first_seen":"2026-07-20","last_seen":"2026-10-21","median_stated_pay_usd":252800},{"name":"GLP","layer":"practices","postings":10,"share":0.042,"required":9,"open_postings":10,"first_seen":"2026-07-15","last_seen":"2026-10-23","median_stated_pay_usd":166300},{"name":"Veeva","layer":"tools","postings":10,"share":0.042,"required":8,"open_postings":10,"first_seen":"2026-06-08","last_seen":"2026-10-23","median_stated_pay_usd":252800},{"name":"21 CFR Part 11","layer":"practices","postings":9,"share":0.0378,"required":9,"open_postings":9,"first_seen":"2026-08-03","last_seen":"2026-10-23","median_stated_pay_usd":241200},{"name":"PCR","layer":"practices","postings":9,"share":0.0378,"required":9,"open_postings":8,"first_seen":"2026-09-01","last_seen":"2026-10-20","median_stated_pay_usd":131100},{"name":"Snowflake","layer":"data","postings":9,"share":0.0378,"required":9,"open_postings":9,"first_seen":"2026-09-14","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":9,"share":0.0378,"required":8,"open_postings":9,"first_seen":"2026-08-12","last_seen":"2026-10-23","median_stated_pay_usd":256600},{"name":"AWS","layer":"cloud","postings":8,"share":0.0336,"required":8,"open_postings":8,"first_seen":"2026-07-29","last_seen":"2026-10-23","median_stated_pay_usd":269750},{"name":"ELISA","layer":"practices","postings":8,"share":0.0336,"required":8,"open_postings":8,"first_seen":"2026-08-13","last_seen":"2026-10-23","median_stated_pay_usd":120600},{"name":"Flow Cytometry","layer":"practices","postings":8,"share":0.0336,"required":8,"open_postings":8,"first_seen":"2026-09-21","last_seen":"2026-10-14","median_stated_pay_usd":110100},{"name":"CDISC","layer":"practices","postings":8,"share":0.0336,"required":7,"open_postings":8,"first_seen":"2026-07-30","last_seen":"2026-10-23","median_stated_pay_usd":187400},{"name":"HPLC","layer":"practices","postings":8,"share":0.0336,"required":6,"open_postings":8,"first_seen":"2026-08-24","last_seen":"2026-10-23","median_stated_pay_usd":142200},{"name":"ICH Guidelines","layer":"practices","postings":7,"share":0.0294,"required":7,"open_postings":7,"first_seen":"2026-08-24","last_seen":"2026-10-20","median_stated_pay_usd":216300},{"name":"Immunohistochemistry","layer":"practices","postings":7,"share":0.0294,"required":7,"open_postings":7,"first_seen":"2026-09-08","last_seen":"2026-10-19","median_stated_pay_usd":155200},{"name":"Oracle","layer":"data","postings":7,"share":0.0294,"required":7,"open_postings":3,"first_seen":"2026-07-20","last_seen":"2026-10-21","median_stated_pay_usd":121500},{"name":"Western Blot","layer":"practices","postings":7,"share":0.0294,"required":7,"open_postings":7,"first_seen":"2026-10-02","last_seen":"2026-10-20","median_stated_pay_usd":110100},{"name":"Azure","layer":"cloud","postings":6,"share":0.0252,"required":6,"open_postings":6,"first_seen":"2026-09-17","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":6,"share":0.0252,"required":6,"open_postings":6,"first_seen":"2026-07-29","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":6,"share":0.0252,"required":6,"open_postings":6,"first_seen":"2026-08-05","last_seen":"2026-10-12","median_stated_pay_usd":null},{"name":"Next-Generation Sequencing","layer":"practices","postings":6,"share":0.0252,"required":6,"open_postings":6,"first_seen":"2026-09-08","last_seen":"2026-10-16","median_stated_pay_usd":179300},{"name":"RAG","layer":"practices","postings":6,"share":0.0252,"required":6,"open_postings":6,"first_seen":"2026-08-17","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":5,"share":0.021,"required":5,"open_postings":5,"first_seen":"2026-07-22","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":5,"share":0.021,"required":5,"open_postings":5,"first_seen":"2026-09-23","last_seen":"2026-10-01","median_stated_pay_usd":245500},{"name":"qPCR","layer":"practices","postings":5,"share":0.021,"required":5,"open_postings":5,"first_seen":"2026-09-01","last_seen":"2026-10-16","median_stated_pay_usd":131100},{"name":"ISO 13485","layer":"practices","postings":5,"share":0.021,"required":4,"open_postings":5,"first_seen":"2026-09-08","last_seen":"2026-10-20","median_stated_pay_usd":null},{"name":"ISO 14971","layer":"practices","postings":5,"share":0.021,"required":4,"open_postings":4,"first_seen":"2026-09-08","last_seen":"2026-10-20","median_stated_pay_usd":null},{"name":"JMP","layer":"tools","postings":5,"share":0.021,"required":4,"open_postings":5,"first_seen":"2026-09-18","last_seen":"2026-10-20","median_stated_pay_usd":179300},{"name":"Design of Experiments","layer":"practices","postings":4,"share":0.0168,"required":4,"open_postings":4,"first_seen":"2026-08-31","last_seen":"2026-10-20","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":4,"share":0.0168,"required":4,"open_postings":4,"first_seen":"2026-07-29","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Mandiant capa","layer":"tools","postings":4,"share":0.0168,"required":4,"open_postings":3,"first_seen":"2026-08-12","last_seen":"2026-10-20","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":4,"share":0.0168,"required":4,"open_postings":4,"first_seen":"2026-08-17","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":4,"share":0.0168,"required":3,"open_postings":4,"first_seen":"2026-09-14","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Master Data Management","layer":"practices","postings":4,"share":0.0168,"required":3,"open_postings":4,"first_seen":"2026-06-08","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":4,"share":0.0168,"required":1,"open_postings":4,"first_seen":"2026-09-14","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Amazon SageMaker","layer":"cloud","postings":3,"share":0.0126,"required":3,"open_postings":3,"first_seen":"2026-07-29","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Antibody Engineering","layer":"practices","postings":3,"share":0.0126,"required":3,"open_postings":2,"first_seen":"2026-09-29","last_seen":"2026-10-19","median_stated_pay_usd":null},{"name":"Benchling","layer":"tools","postings":3,"share":0.0126,"required":3,"open_postings":3,"first_seen":"2026-08-17","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Bioreactors","layer":"practices","postings":3,"share":0.0126,"required":3,"open_postings":3,"first_seen":"2026-10-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"CRISPR","layer":"practices","postings":3,"share":0.0126,"required":3,"open_postings":3,"first_seen":"2026-09-02","last_seen":"2026-10-02","median_stated_pay_usd":null},{"name":"Design History File","layer":"practices","postings":3,"share":0.0126,"required":3,"open_postings":2,"first_seen":"2026-09-09","last_seen":"2026-10-20","median_stated_pay_usd":null},{"name":"Function Calling","layer":"practices","postings":3,"share":0.0126,"required":3,"open_postings":3,"first_seen":"2026-08-05","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"IVDR","layer":"practices","postings":3,"share":0.0126,"required":3,"open_postings":3,"first_seen":"2026-09-08","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":3,"share":0.0126,"required":3,"open_postings":3,"first_seen":"2026-08-17","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":3,"share":0.0126,"required":3,"open_postings":3,"first_seen":"2026-09-14","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":3,"share":0.0126,"required":2,"open_postings":3,"first_seen":"2026-07-29","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"FMEA","layer":"practices","postings":3,"share":0.0126,"required":2,"open_postings":3,"first_seen":"2026-09-28","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"21 CFR Part 820","layer":"practices","postings":2,"share":0.0084,"required":2,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-10-20","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-08-17","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-08-17","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":2,"share":0.0084,"required":2,"open_postings":1,"first_seen":"2026-10-09","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"E2B","layer":"cloud","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-06-16","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"GraphPad Prism","layer":"tools","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-10-05","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-09-03","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-08-05","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-08-17","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-07-22","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"MicroStrategy","layer":"cloud","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-08-12","last_seen":"2026-09-14","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-08-17","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"PID Control","layer":"practices","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-09-23","last_seen":"2026-10-14","median_stated_pay_usd":null},{"name":"Self-Healing","layer":"practices","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-09-17","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Weights & Biases","layer":"cloud","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":2,"share":0.0084,"required":2,"open_postings":2,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Collibra","layer":"cloud","postings":2,"share":0.0084,"required":1,"open_postings":2,"first_seen":"2026-10-15","last_seen":"2026-10-19","median_stated_pay_usd":null},{"name":"Minitab","layer":"tools","postings":2,"share":0.0084,"required":1,"open_postings":2,"first_seen":"2026-09-18","last_seen":"2026-10-20","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":2,"share":0.0084,"required":1,"open_postings":2,"first_seen":"2026-07-29","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":2,"share":0.0084,"required":1,"open_postings":2,"first_seen":"2026-08-24","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"A2A","layer":"tools","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"AWS Bedrock","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"AWS CDK","layer":"tools","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AWS Strands Agents","layer":"frameworks","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Alation","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-15","last_seen":"2026-10-15","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Amazon Redshift","layer":"data","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-23","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Anomaly Detection","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Azure AKS","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Cognos","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-12","last_seen":"2026-08-12","median_stated_pay_usd":null},{"name":"Context Engineering","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"CrewAI","layer":"frameworks","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Design Controls","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":0,"first_seen":"2026-10-20","last_seen":"2026-10-20","median_stated_pay_usd":null},{"name":"EU AI Act","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Evidently AI","layer":"frameworks","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"FHIR","layer":"tools","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-23","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Feast","layer":"frameworks","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Feature Store","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-17","last_seen":"2026-10-17","median_stated_pay_usd":null},{"name":"FlowJo","layer":"tools","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-23","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Google GKE","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"HL7","layer":"tools","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-23","last_seen":"2026-10-23","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Kubeflow","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"LangSmith","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-17","last_seen":"2026-08-17","median_stated_pay_usd":null},{"name":"Matter","layer":"tools","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Medidata Rave","layer":"tools","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-21","last_seen":"2026-10-21","median_stated_pay_usd":null},{"name":"Milvus","layer":"data","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-03","last_seen":"2026-09-03","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-06-08","last_seen":"2026-06-08","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Prefect","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-07-29","last_seen":"2026-07-29","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Pulumi","layer":"tools","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"SOAP","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Semantic Search","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Shiny","layer":"frameworks","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Splunk","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Statistical Process Control","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-20","last_seen":"2026-10-20","median_stated_pay_usd":null},{"name":"Sterilization Validation","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-10-16","last_seen":"2026-10-16","median_stated_pay_usd":null},{"name":"Time Series","layer":"practices","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":1,"share":0.0042,"required":1,"open_postings":1,"first_seen":"2026-07-22","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"AWS Bedrock AgentCore","layer":"cloud","postings":1,"share":0.0042,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"ISO 42001","layer":"practices","postings":1,"share":0.0042,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"Informatica","layer":"tools","postings":1,"share":0.0042,"required":0,"open_postings":1,"first_seen":"2026-10-19","last_seen":"2026-10-19","median_stated_pay_usd":null},{"name":"NIST AI RMF","layer":"practices","postings":1,"share":0.0042,"required":0,"open_postings":1,"first_seen":"2026-08-26","last_seen":"2026-08-26","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0042,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"R","layer":"languages","postings":1,"share":0.0042,"required":0,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":1,"share":0.0042,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"Swagger","layer":"tools","postings":1,"share":0.0042,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0042,"required":0,"open_postings":1,"first_seen":"2026-08-24","last_seen":"2026-08-24","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Collibra","first_seen":"2026-10-15"},{"name":"Copilot","first_seen":"2026-10-09"},{"name":"PID Control","first_seen":"2026-10-06"},{"name":"GraphPad Prism","first_seen":"2026-10-05"},{"name":"Western Blot","first_seen":"2026-10-02"},{"name":"Bioreactors","first_seen":"2026-10-02"},{"name":"Antibody Engineering","first_seen":"2026-09-29"},{"name":"dbt","first_seen":"2026-09-29"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Novartis","url":"https://alion.io/company/novartis/technologies","shared_technologies":116},{"name":"GSK","url":"https://alion.io/company/gsk/technologies","shared_technologies":103},{"name":"Pfizer","url":"https://alion.io/company/pfizer/technologies","shared_technologies":99},{"name":"Sanofi","url":"https://alion.io/company/sanofi/technologies","shared_technologies":126},{"name":"Vertex Pharmaceuticals","url":"https://alion.io/company/vrtx/technologies","shared_technologies":84},{"name":"Eli Lilly and Company","url":"https://alion.io/company/lilly-com/technologies","shared_technologies":122},{"name":"Gilead Sciences","url":"https://alion.io/company/gilead/technologies","shared_technologies":101},{"name":"AbbVie","url":"https://alion.io/company/abbvie/technologies","shared_technologies":130}],"html_url":"https://alion.io/company/regeneron/technologies","json_url":"https://alion.io/company/regeneron/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-25T00:35:02Z","generated_at":"2026-10-25T03:10:09Z"}}