{"company":{"id":1758800,"name":"The University of Tennessee System","domain":"tennessee.edu","url":"https://alion.io/company/tennessee-edu"},"answer":"The University of Tennessee System builds mostly with Python, PHP, SAS, SQL. Its stack also includes Power BI, Tableau, MS SQL, PyTorch. Python is named in 9 of the 40 job postings The University of Tennessee System published in the last 12 months (23%). Counted by Alion from the job postings of The University of Tennessee System, updated Oct 9, 2026.","window_days":365,"postings_analysed":40,"open_postings":31,"technologies_in_use":72,"modernity_score":74,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":9,"share":0.225,"required":4,"open_postings":7,"first_seen":"2026-06-08","last_seen":"2026-10-08","median_stated_pay_usd":61000},{"name":"Machine Learning","layer":"practices","postings":7,"share":0.175,"required":3,"open_postings":5,"first_seen":"2026-09-21","last_seen":"2026-10-08","median_stated_pay_usd":65000},{"name":"PHP","layer":"languages","postings":6,"share":0.15,"required":1,"open_postings":6,"first_seen":"2026-09-01","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":5,"share":0.125,"required":5,"open_postings":4,"first_seen":"2026-09-14","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"WordPress","layer":"tools","postings":5,"share":0.125,"required":5,"open_postings":5,"first_seen":"2026-09-23","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Adobe Photoshop","layer":"tools","postings":4,"share":0.1,"required":4,"open_postings":4,"first_seen":"2026-09-24","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":4,"share":0.1,"required":4,"open_postings":3,"first_seen":"2026-09-30","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":4,"share":0.1,"required":4,"open_postings":3,"first_seen":"2026-09-30","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":4,"share":0.1,"required":2,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":3,"share":0.075,"required":2,"open_postings":2,"first_seen":"2026-06-08","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Adobe After Effects","layer":"tools","postings":2,"share":0.05,"required":2,"open_postings":2,"first_seen":"2026-09-24","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":2,"share":0.05,"required":2,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":2,"share":0.05,"required":2,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":2,"share":0.05,"required":2,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"MS SQL","layer":"data","postings":2,"share":0.05,"required":2,"open_postings":0,"first_seen":"2026-09-24","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":2,"share":0.05,"required":2,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":2,"share":0.05,"required":2,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":2,"share":0.05,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":2,"share":0.05,"required":1,"open_postings":2,"first_seen":"2026-06-08","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":2,"share":0.05,"required":1,"open_postings":1,"first_seen":"2026-09-17","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":2,"share":0.05,"required":0,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Microsoft Defender","layer":"cloud","postings":2,"share":0.05,"required":0,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":2,"share":0.05,"required":0,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Adobe InDesign","layer":"tools","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Assembly","layer":"languages","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Autopsy","layer":"cloud","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Canva","layer":"tools","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Hyper-V","layer":"tools","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Ignite","layer":"frameworks","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"KICS","layer":"tools","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-09-11","last_seen":"2026-09-11","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"LDAP","layer":"cloud","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Looker","layer":"cloud","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"MuleSoft","layer":"cloud","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"MySQL","layer":"data","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Neo4j","layer":"data","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.025,"required":1,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"SPSS","layer":"languages","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-09-30","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Stata","layer":"languages","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Supervision","layer":"frameworks","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-02-23","last_seen":"2026-02-23","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"VMWare","layer":"cloud","postings":1,"share":0.025,"required":1,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":1,"share":0.025,"required":0,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":1,"share":0.025,"required":0,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Apex","layer":"languages","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"AutoGen","layer":"frameworks","postings":1,"share":0.025,"required":0,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"Chroma","layer":"data","postings":1,"share":0.025,"required":0,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Edge AI","layer":"practices","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"FTK","layer":"tools","postings":1,"share":0.025,"required":0,"open_postings":0,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.025,"required":0,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Microsoft Sentinel","layer":"cloud","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":1,"share":0.025,"required":0,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"SLURM","layer":"tools","postings":1,"share":0.025,"required":0,"open_postings":1,"first_seen":"2026-10-06","last_seen":"2026-10-06","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.025,"required":0,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":1,"share":0.025,"required":0,"open_postings":0,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Power BI","first_seen":"2026-09-30"},{"name":"Tableau","first_seen":"2026-09-30"},{"name":"SQL","first_seen":"2026-09-24"},{"name":"Adobe Photoshop","first_seen":"2026-09-24"},{"name":"Adobe After Effects","first_seen":"2026-09-24"},{"name":"MS SQL","first_seen":"2026-09-24"},{"name":"WordPress","first_seen":"2026-09-23"},{"name":"AWS","first_seen":"2026-09-23"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Texas A&M University System","url":"https://alion.io/company/tamus/technologies","shared_technologies":45},{"name":"ProQuest","url":"https://alion.io/company/proquest/technologies","shared_technologies":52},{"name":"University of Washington Department of Athletics","url":"https://alion.io/company/university-of-washington-athletics/technologies","shared_technologies":50},{"name":"Sierra Nevada Corporation","url":"https://alion.io/company/sierra-nevada-corporation/technologies","shared_technologies":54},{"name":"Sanofi","url":"https://alion.io/company/sanofi/technologies","shared_technologies":58},{"name":"SGS","url":"https://alion.io/company/sgs/technologies","shared_technologies":53},{"name":"Citizens Financial Group","url":"https://alion.io/company/citizens-financial-group/technologies","shared_technologies":50},{"name":"HP","url":"https://alion.io/company/hewlett-packard-de/technologies","shared_technologies":47}],"html_url":"https://alion.io/company/tennessee-edu/technologies","json_url":"https://alion.io/company/tennessee-edu/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-09T04:53:26Z","generated_at":"2026-10-09T10:29:35Z"}}