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Davis Ng is a Senior Data Engineer at Redfin, where since November 2020, significant contributions include the implementation of incentive payment applications generating over $280 million annually, enhancing data quality, and optimizing ETL job performance. Prior to this role, Davis held various positions at Redfin, including Senior Business Intelligence Engineer and Business Intelligence Engineer, where achievements involved developing operational dashboards and advanced reporting tools. A brief tenure as a Business Intelligence Analyst at Google involved leading a global BI team and improving executive reporting accuracy. Earlier experience at Amazon as a Business Analyst focused on developing SQL queries, managing KPIs, and automating reporting processes. Davis holds a Bachelor's degree in Applied Mathematics from the University of California, Berkeley.