Aaron Richards
@aaronrichards1
Google Cloud data engineer delivering scalable ETL, analytics, and lineage solutions.
What I'm looking for
I’m a Google Cloud Certified Data Engineer with 7+ years’ experience across data engineering, analytics and reporting roles. I design and deliver data solutions that turn business requirements into reliable, business-driven outcomes.
In my current role, I contribute to building a new SQL Server Data Warehouse for Azure migration using Medallion Architecture layers and Kimball dimensional modelling. I develop SQL Server solutions including stored procedures, views and dynamic SQL to support ETL, reporting and metadata analysis.
I’ve built and maintained a reusable metadata framework spanning 250+ databases across 10 SQL Server instances, enabling lineage and dependency analysis that supported the decommissioning of two servers and retirement of 200+ redundant SSRS reports. I also develop SSIS packages and SQL Server Agent jobs, including automated ETL processes and secure SFTP integrations.
Previously, at Sky, I developed BigQuery datasets, tables, views and transformation procedures, and optimized workloads through partitioning, clustering and query refactoring—reducing a key report runtime from 40 minutes to 3 minutes. I also deliver Power BI and Tableau/SSRS reporting and manage delivery in an Agile environment using Azure DevOps, Git, and Scrum.
Experience
Work history, roles, and key accomplishments
Data Engineer
Zigup
Jan 2025 - Present (1 year 6 months)
Contribute to a new SQL Server data warehouse supporting an Azure migration using Medallion Architecture layers and Kimball dimensional modelling for enterprise reporting. Develop SQL Server ETL and reporting assets, build a reusable metadata/lineage framework across SQL Server instances, and support SSIS/SQL Server Agent ETL with secure SFTP integrations while delivering Power BI/SSRS reports in
Associate Data Engineer
Sky
Jan 2022 - Jan 2025 (3 years)
Develop BigQuery datasets, tables, views, and transformation procedures for stakeholder reporting, translating business requirements into reporting-ready gold layer datasets. Optimise BigQuery workloads and deliver Tableau reporting, while supporting Agile delivery with documentation and tools.
Education
Degrees, certifications, and relevant coursework
University of the Highlands and Islands
Bachelor of Science in Audio Engineering, Audio Engineering
2012 - 2015
Earned a BSc in Audio Engineering from the University of the Highlands and Islands (Perth, Scotland) from 2012 to 2015.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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