{"company":{"id":1049058,"name":"University of Alberta","domain":"ualberta.ca","url":"https://alion.io/company/ualberta"},"answer":"University of Alberta builds mostly with SPSS, SQL, SAS, Stata. Its stack also includes Tableau, Oracle, Power BI, Matplotlib. SPSS is named in 5 of the 30 job postings University of Alberta published in the last 12 months (17%). Counted by Alion from the job postings of University of Alberta, updated Oct 13, 2026.","window_days":365,"postings_analysed":30,"open_postings":8,"technologies_in_use":38,"modernity_score":62,"ai_adoption":false,"technologies":[{"name":"Machine Learning","layer":"practices","postings":5,"share":0.1667,"required":5,"open_postings":4,"first_seen":"2026-04-17","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"SPSS","layer":"languages","postings":5,"share":0.1667,"required":5,"open_postings":1,"first_seen":"2026-08-11","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":4,"share":0.1333,"required":3,"open_postings":0,"first_seen":"2026-09-01","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":3,"share":0.1,"required":3,"open_postings":0,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":3,"share":0.1,"required":3,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Stata","layer":"languages","postings":3,"share":0.1,"required":3,"open_postings":1,"first_seen":"2026-09-22","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Tableau","layer":"cloud","postings":3,"share":0.1,"required":3,"open_postings":0,"first_seen":"2026-09-03","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":3,"share":0.1,"required":2,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":2,"share":0.0667,"required":2,"open_postings":1,"first_seen":"2026-04-17","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":2,"share":0.0667,"required":2,"open_postings":0,"first_seen":"2026-07-31","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":2,"share":0.0667,"required":2,"open_postings":0,"first_seen":"2026-07-24","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":2,"share":0.0667,"required":2,"open_postings":1,"first_seen":"2026-09-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":2,"share":0.0667,"required":1,"open_postings":0,"first_seen":"2026-09-09","last_seen":"2026-09-26","median_stated_pay_usd":null},{"name":"PubMed","layer":"cloud","postings":2,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-10-09","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-24","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-24","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Chef","layer":"tools","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-24","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-24","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Digital Twin","layer":"practices","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"HPC","layer":"practices","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-24","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-24","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-24","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"Matplotlib","layer":"frameworks","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Multimodal AI","layer":"practices","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-04-17","last_seen":"2026-04-17","median_stated_pay_usd":null},{"name":"NIST AI RMF","layer":"practices","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-09-25","last_seen":"2026-09-25","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.0333,"required":1,"open_postings":1,"first_seen":"2026-04-17","last_seen":"2026-04-17","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"Puppet","layer":"tools","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-24","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"SLURM","layer":"tools","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-07-24","last_seen":"2026-07-24","median_stated_pay_usd":null},{"name":"SciPy","layer":"frameworks","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-08-07","last_seen":"2026-08-07","median_stated_pay_usd":null},{"name":"SolidWorks","layer":"tools","postings":1,"share":0.0333,"required":1,"open_postings":0,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Canva","layer":"tools","postings":1,"share":0.0333,"required":0,"open_postings":0,"first_seen":"2026-09-01","last_seen":"2026-09-01","median_stated_pay_usd":null},{"name":"Ignite","layer":"frameworks","postings":1,"share":0.0333,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.0333,"required":0,"open_postings":0,"first_seen":"2026-09-08","last_seen":"2026-09-08","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0333,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"SAS","first_seen":"2026-09-22"},{"name":"Stata","first_seen":"2026-09-22"},{"name":"PubMed","first_seen":"2026-09-10"},{"name":"GCP","first_seen":"2026-09-09"},{"name":"Microsoft Excel","first_seen":"2026-09-08"},{"name":"Windows","first_seen":"2026-09-08"},{"name":"Tableau","first_seen":"2026-09-03"},{"name":"SQL","first_seen":"2026-09-01"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"NLR","url":"https://alion.io/company/nlr-gov/technologies","shared_technologies":27},{"name":"University of Arkansas System","url":"https://alion.io/company/uasys-edu/technologies","shared_technologies":31},{"name":"University Health Network","url":"https://alion.io/company/university-health-network/technologies","shared_technologies":27},{"name":"University of Colorado","url":"https://alion.io/company/cu-edu/technologies","shared_technologies":26},{"name":"Washington University in St. Louis","url":"https://alion.io/company/washu/technologies","shared_technologies":26},{"name":"Argonne National Laboratory","url":"https://alion.io/company/argonne/technologies","shared_technologies":28},{"name":"Texas A&M University System","url":"https://alion.io/company/tamus/technologies","shared_technologies":31},{"name":"Bna Inc","url":"https://alion.io/company/bna-inc/technologies","shared_technologies":28}],"html_url":"https://alion.io/company/ualberta/technologies","json_url":"https://alion.io/company/ualberta/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-13T11:16:42Z","generated_at":"2026-10-13T16:10:53Z"}}