Mingming Li

Head of Data Science, Commerce Engineering at Facebook

Bentonville, Arkansas, United States

About

• Customer Lifetime Value and Customer Segmentation • Customer propensity targeting and incremental lift targeting • Customer acquisition and retention • Customer demand transfer and loyalty • Assortment optimization • Inferential and Descriptive Statistical Analysis • Machine learning: decision tree, clustering, market basket analysis, sequential pattern mining. • R, Python • Hadoop, Greenplum • Microsoft SQL 2005 with Integration Services (SSIS) and Business Intelligence, Teradata (Wal-Mart Experience), DB2, Wal-Mart Oracle BI • SAP ABAP, Business Warehouse, BI suite, Enterprise Portal, Configuration and Implementation, Certificate for Satisfactory Completion of SAP curriculum

Experience

  • Head of Data Science, Commerce Engineering at Facebook
    Nov 2020 - Present · 5 yrs 9 mos

    Lead data science and data engineering for Facebook Commerce Engineering. Support consumer store, sales and marketing, supply chain, customer service to bring Facebook products to consumers.

  • Walmart (8 yrs 10 mos)
    • Director of Data Science
      Jun 2019 - Nov 2020 · 1 yr 6 mos

      Led 10+ data scientists on Walmart Membership project. Built predictive models, performance reporting, behavior analysis. Partnered with business and tech teams to drive business actions in Marketing and Product.

    • Director of Merchandising Solutions, Retail Analytics | Walmart Labs
      Nov 2015 - Jun 2019 · 3 yrs 8 mos

      Led teams of 30+ data scientists and big data developers for Walmart Assortment and Feature automated analytics solutions development.

    • Senior Manager of Customer Analytics
      Oct 2012 - Nov 2015 · 3 yrs 2 mos

      Led the Executive Service team of 10+ professionals to support merchandise and marketing strategies. Developed customer segmentation, customer lifetime value and customer purchase pattern analysis.

  • Senior Analyst at Sam's Club
    Feb 2011 - Jan 2012 · 1 yr

    Responsible for analytics in Marketing, Membership, Merchandising, Operation and Financial Services. Supported Merchandising strategy planning, Marketing campaign customer selection and campaign measurement, key Membership initiatives and Financial Service decisions.

  • Senior Business Analyst at Mu Sigma
    Aug 2009 - Mar 2011 · 1 yr 8 mos

    Led analytics in Marketing, Membership, Merchandising and Financial Service at Sam's Club.

  • Data Analyst at Sam's Club
    May 2008 - Jul 2009 · 1 yr 3 mos

    Responsible for membership and marketing analytics and data warehouse design for Sam's Club Marketing, Membership, Finance Executive Steering Committee.