Portfolio › Data Engineering
Gen AI Workforce
Impact Analytics
End-to-end data engineering showcase built on Jobs and Skills Australia public data. Snowflake Cortex AI sentiment analysis, Microsoft Fabric DirectQuery pipeline, Power BI row-level security. Explore the interactive chart dashboard and the SQL/architecture breakdown below.
Data source
Jobs and Skills Australia
"Our Gen AI Transition: Implications for Work and Skills" (August 2025). ABS Labour Force Survey and Census 2021. Publicly available from jobsandskills.gov.au and abs.gov.au.
IP position
Zero institutional data used
Built entirely on publicly available Australian Government datasets. No proprietary data, no client data, no confidential information anywhere in the pipeline.
Coverage
357 occupations · 19 industries
ANZSCO v1.3 unit group level. Augmentation and automation exposure scores, equity cohort analysis, task-level breakdown, and industry AI adoption tracking.
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