Colleen F.
Data Engineer Ii @Magnet Forensics
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WORK HISTORY
Data Engineer Ii @Magnet Forensics
Waterloo, ON, CA
Developed and maintained automated ETL pipelines to ingest data from Salesforce, NetSuite, and other key platforms into Snowflake, enabling reliable analytics at scale. Set up and maintained a layered DBT environment with modular SQL models, enabling consistent and reliable analytics for business stakeholders and supporting self-service dashboarding in Power BI. Partnered with cross-functional stakeholders to align on business definitions and logic, ensuring consistency across metrics and delivering complex, insight-driven reports in Power BI. Automated daily report refresh using scheduled DBT jobs and Power BI pipelines, eliminating recurring manual steps and ensuring timely report delivery.
EDUCATION
University of Waterloo
Bachelor of Mathematics, Statistics Major, Computer Science Minor, Actuarial Science Minor
SKILLS
ABOUT COLLEEN F.
Seasoned data professional with 9+ years of experience in data engineering, data science, and data analysis. Skilled in building robust data pipelines, designing scalable transformation frameworks, and partnering with cross-functional teams to drive data-informed decisions. Strong track record in turning messy real-world data into trusted, well-modeled sources of truth. Passionate about enabling analytics at scale, building lasting systems, and mentoring others.
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