{"company":{"id":1769954,"name":"Thomas Jefferson University","domain":"jefferson.edu","url":"https://alion.io/company/jefferson-edu"},"answer":"Thomas Jefferson University builds mostly with Python, SQL, Bash, C#. Its stack also includes GCP, Azure, Supervision, Salesforce Data Cloud. Azure is named in 8 of the 58 job postings Thomas Jefferson University published in the last 12 months (14%). Counted by Alion from the job postings of Thomas Jefferson University, updated Oct 1, 2026.","window_days":365,"postings_analysed":58,"open_postings":53,"technologies_in_use":60,"modernity_score":71,"ai_adoption":true,"technologies":[{"name":"Microsoft Excel","layer":"tools","postings":9,"share":0.1552,"required":6,"open_postings":8,"first_seen":"2026-08-10","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":8,"share":0.1379,"required":8,"open_postings":8,"first_seen":"2026-06-11","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":8,"share":0.1379,"required":5,"open_postings":8,"first_seen":"2026-08-21","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Chef","layer":"tools","postings":7,"share":0.1207,"required":7,"open_postings":6,"first_seen":"2026-09-15","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":7,"share":0.1207,"required":6,"open_postings":7,"first_seen":"2026-08-21","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":5,"share":0.0862,"required":5,"open_postings":3,"first_seen":"2026-07-06","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Supervision","layer":"frameworks","postings":5,"share":0.0862,"required":5,"open_postings":5,"first_seen":"2026-07-21","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":4,"share":0.069,"required":4,"open_postings":3,"first_seen":"2026-06-15","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":4,"share":0.069,"required":4,"open_postings":2,"first_seen":"2026-09-08","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":4,"share":0.069,"required":4,"open_postings":4,"first_seen":"2026-08-28","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Adobe Photoshop","layer":"tools","postings":3,"share":0.0517,"required":3,"open_postings":2,"first_seen":"2026-08-18","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":3,"share":0.0517,"required":3,"open_postings":3,"first_seen":"2026-09-25","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":3,"share":0.0517,"required":3,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":3,"share":0.0517,"required":2,"open_postings":3,"first_seen":"2026-08-21","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":2,"share":0.0345,"required":2,"open_postings":2,"first_seen":"2026-08-21","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":2,"share":0.0345,"required":2,"open_postings":2,"first_seen":"2026-09-25","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":2,"share":0.0345,"required":2,"open_postings":2,"first_seen":"2026-07-06","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Microsoft Fabric","layer":"cloud","postings":2,"share":0.0345,"required":2,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":2,"share":0.0345,"required":2,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":2,"share":0.0345,"required":1,"open_postings":2,"first_seen":"2026-08-21","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":2,"share":0.0345,"required":1,"open_postings":2,"first_seen":"2026-09-26","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":2,"share":0.0345,"required":0,"open_postings":2,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":2,"share":0.0345,"required":0,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-08-11","median_stated_pay_usd":null},{"name":"Adobe After Effects","layer":"tools","postings":1,"share":0.0172,"required":1,"open_postings":0,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"AutoCAD","layer":"tools","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-07-21","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"BGP","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Bicep","layer":"tools","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":1,"share":0.0172,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Copilot Studio","layer":"cloud","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Hyper-V","layer":"tools","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.0172,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"MuleSoft","layer":"cloud","postings":1,"share":0.0172,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-07-06","last_seen":"2026-07-06","median_stated_pay_usd":null},{"name":"Nagios","layer":"tools","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"OSPF","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0172,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-09-30","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"SSIS","layer":"tools","postings":1,"share":0.0172,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Salesforce Data Cloud","layer":"data","postings":1,"share":0.0172,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Windows Server","layer":"cloud","postings":1,"share":0.0172,"required":1,"open_postings":1,"first_seen":"2026-08-21","last_seen":"2026-08-21","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":1,"share":0.0172,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":1,"share":0.0172,"required":0,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":1,"share":0.0172,"required":0,"open_postings":1,"first_seen":"2026-09-29","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.0172,"required":0,"open_postings":1,"first_seen":"2026-09-26","last_seen":"2026-09-26","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Kubernetes","first_seen":"2026-09-26"},{"name":"AI Agents","first_seen":"2026-09-26"},{"name":"Copilot","first_seen":"2026-09-25"},{"name":"ChatGPT","first_seen":"2026-09-25"},{"name":"Power BI","first_seen":"2026-09-22"},{"name":"Azure DevOps","first_seen":"2026-09-16"},{"name":"Chef","first_seen":"2026-09-15"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Chenega","url":"https://alion.io/company/chenega/technologies","shared_technologies":49},{"name":"Riveron","url":"https://alion.io/company/riveron/technologies","shared_technologies":46},{"name":"Aristocrat Leisure","url":"https://alion.io/company/aristocrat/technologies","shared_technologies":51},{"name":"CAE","url":"https://alion.io/company/cae-flight-services-poland/technologies","shared_technologies":47},{"name":"University of Washington Department of Athletics","url":"https://alion.io/company/university-of-washington-athletics/technologies","shared_technologies":50},{"name":"Genetec","url":"https://alion.io/company/genetec-japan-kk/technologies","shared_technologies":48},{"name":"Continental","url":"https://alion.io/company/continental/technologies","shared_technologies":47},{"name":"Kyivstar","url":"https://alion.io/company/kyivstar/technologies","shared_technologies":47}],"html_url":"https://alion.io/company/jefferson-edu/technologies","json_url":"https://alion.io/company/jefferson-edu/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-01T09:30:59Z","generated_at":"2026-10-01T21:02:25Z"}}