{"company":{"id":18818,"name":"UNSW Sydney","domain":"unsw.edu.au","url":"https://alion.io/company/unsw-sites"},"answer":"UNSW Sydney builds mostly with Python, SQL, Stata, SAS. Its stack also includes Azure, AWS, Snowflake, NumPy. Python is named in 7 of the 18 job postings UNSW Sydney published in the last 12 months (39%). Counted by Alion from the job postings of UNSW Sydney, updated Oct 14, 2026.","window_days":365,"postings_analysed":18,"open_postings":11,"technologies_in_use":36,"modernity_score":70,"ai_adoption":false,"technologies":[{"name":"Python","layer":"languages","postings":7,"share":0.3889,"required":7,"open_postings":4,"first_seen":"2026-06-28","last_seen":"2026-10-08","median_stated_pay_usd":84188},{"name":"Azure","layer":"cloud","postings":5,"share":0.2778,"required":5,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":4,"share":0.2222,"required":4,"open_postings":2,"first_seen":"2026-09-16","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":3,"share":0.1667,"required":3,"open_postings":0,"first_seen":"2026-09-16","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":3,"share":0.1667,"required":3,"open_postings":2,"first_seen":"2026-09-22","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Stata","layer":"languages","postings":3,"share":0.1667,"required":3,"open_postings":1,"first_seen":"2026-06-28","last_seen":"2026-09-27","median_stated_pay_usd":null},{"name":"Power BI","layer":"cloud","postings":3,"share":0.1667,"required":2,"open_postings":3,"first_seen":"2026-10-01","last_seen":"2026-10-13","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":2,"share":0.1111,"required":2,"open_postings":0,"first_seen":"2026-09-16","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":2,"share":0.1111,"required":2,"open_postings":2,"first_seen":"2026-10-05","last_seen":"2026-10-05","median_stated_pay_usd":null},{"name":"SAS","layer":"languages","postings":2,"share":0.1111,"required":2,"open_postings":1,"first_seen":"2026-06-28","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":2,"share":0.1111,"required":2,"open_postings":0,"first_seen":"2026-09-22","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":2,"share":0.1111,"required":0,"open_postings":0,"first_seen":"2026-09-22","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Adobe Illustrator","layer":"tools","postings":1,"share":0.0556,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Adobe Premiere Pro","layer":"tools","postings":1,"share":0.0556,"required":1,"open_postings":1,"first_seen":"2026-10-07","last_seen":"2026-10-07","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":1,"share":0.0556,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":1,"share":0.0556,"required":1,"open_postings":0,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":1,"share":0.0556,"required":1,"open_postings":0,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":1,"share":0.0556,"required":1,"open_postings":0,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":1,"share":0.0556,"required":1,"open_postings":0,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":1,"share":0.0556,"required":1,"open_postings":0,"first_seen":"2026-09-24","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":1,"share":0.0556,"required":1,"open_postings":0,"first_seen":"2026-09-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"MATLAB","layer":"languages","postings":1,"share":0.0556,"required":1,"open_postings":1,"first_seen":"2026-09-30","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":1,"share":0.0556,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"NumPy","layer":"frameworks","postings":1,"share":0.0556,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Pandas","layer":"frameworks","postings":1,"share":0.0556,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0556,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.0556,"required":1,"open_postings":0,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"SPSS","layer":"languages","postings":1,"share":0.0556,"required":1,"open_postings":1,"first_seen":"2026-10-08","last_seen":"2026-10-08","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.0556,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.0556,"required":1,"open_postings":0,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":1,"share":0.0556,"required":1,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":1,"share":0.0556,"required":1,"open_postings":0,"first_seen":"2026-09-22","last_seen":"2026-09-22","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":1,"share":0.0556,"required":1,"open_postings":1,"first_seen":"2026-10-11","last_seen":"2026-10-11","median_stated_pay_usd":null},{"name":"AutoCAD","layer":"tools","postings":1,"share":0.0556,"required":0,"open_postings":1,"first_seen":"2026-09-30","last_seen":"2026-09-30","median_stated_pay_usd":null},{"name":"Copilot Studio","layer":"cloud","postings":1,"share":0.0556,"required":0,"open_postings":1,"first_seen":"2026-10-01","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Digital Twin","layer":"practices","postings":1,"share":0.0556,"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":"Microsoft Entra ID","first_seen":"2026-10-05"},{"name":"Power BI","first_seen":"2026-10-01"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"PartSource","url":"https://alion.io/company/partsource/technologies","shared_technologies":30},{"name":"Vantage Data Centers","url":"https://alion.io/company/vantagedc/technologies","shared_technologies":30},{"name":"OMERS","url":"https://alion.io/company/omers/technologies","shared_technologies":30},{"name":"Haleon","url":"https://alion.io/company/haleon-3/technologies","shared_technologies":30},{"name":"WSP","url":"https://alion.io/company/wsp-ca/technologies","shared_technologies":32},{"name":"University of Arkansas System","url":"https://alion.io/company/uasys-edu/technologies","shared_technologies":29},{"name":"Volkswagen Group","url":"https://alion.io/company/volkswagen-group/technologies","shared_technologies":32},{"name":"CHANEL","url":"https://alion.io/company/chanel/technologies","shared_technologies":29}],"html_url":"https://alion.io/company/unsw-sites/technologies","json_url":"https://alion.io/company/unsw-sites/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-14T10:06:09Z","generated_at":"2026-10-14T18:19:08Z"}}