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@andyfields
Senior Data Engineer specializing in scalable ETL, real-time analytics, and data platform reliability.
United StatesI am a Senior Data Engineer with 10+ years of experience designing and optimizing large-scale data pipelines for e-commerce, retail, and tech organizations. I build high-performance ETL workflows using AWS, Trino, Spark, and Hive, implement governance and metadata solutions, and deliver reusable dashboards and reliable data products that enable faster business decisions.
I lead and mentor engineering teams, streamline data discovery with tools like Amundsen, and drive improvements in data quality, performance, and operational efficiency. I thrive on solving complex data problems, aligning technical solutions with business goals, and fostering cross-functional collaboration to deliver measurable impact.
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Work history, roles, and key accomplishments
Lyft, Inc
Oct 2021 - Oct 2025 (4 years)
Built and optimized scalable ETL pipelines and orchestration for near-real-time ride-sharing analytics, reducing data ingestion time and improving pipeline reliability across high-traffic operations.
Zaloni
Jan 2015 - Jul 2018 (3 years 6 months)
Built and maintained an enterprise data lake for The Gap using Spark and Hive, automating ingestion and enhancing metadata governance to support real-time inventory and customer analytics.
Degrees, certifications, and relevant coursework
TUBachelor of Science, Computer Science
2010 - 2014
Completed a Bachelor of Science in Computer Science with coursework in algorithms, systems, and software engineering from August 2010 to December 2014.
Software and tools used professionally
United StatesYou can contact Andy and 90k+ other talented remote workers on Himalayas.
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