Shan Li

Shan Li Email and Phone Number

Principal Data Science @ Discover Financial Services
Naperville, IL, US
Shan Li's Location
Naperville, Illinois, United States, United States
About Shan Li

Analytic lead for acquisition marketing program, supporting end-to-end strategy design.

Shan Li's Current Company Details
Discover Financial Services

Discover Financial Services

View
Principal Data Science
Naperville, IL, US
Website:
discover.com
Employees:
21509
Shan Li Work Experience Details
  • Discover Financial Services
    Principal Data Science
    Discover Financial Services
    Naperville, Il, Us
  • Discover Financial Services
    Principal Data Science
    Discover Financial Services Dec 2016 - Present
    Riverwoods, Il, Us
    • Analytical support for end-to-end direct mail channel from marketing planning, forecast, strategy/test design to execution and result interpretation. • Improve marketing efficiency via targeting optimization, pricing/offer segmentation, contact and creative strategy.• Support online new feature (real-time pre-approval product) build-in from scratch to successful launch, including opportunity sizing, roadmap design, interactive dashboard creation, friction points and conversion funnel analysis.• Support ITP (identity protection product) cross channel (DM, Email, web targeting) optimization.• Design and implement A/B testing to improve front-end user experience in terms of creative, pricing, targeting and contact frequency.• Support semi-annually refresh machine learning response models using GBM/XGBoost/random forest techniques.
  • Discover Financial Services
    Sr. Associate / Project Manager
    Discover Financial Services Jan 2014 - Nov 2016
    Riverwoods, Il, Us
    • Manage end-to-end email channel by providing tableau reporting and analysis to drive better business decisions.• Performed customer segmentation, cross channel (email, web targeting, paid media) studies to drive new customer acquisition and retention of existing customers.• Leveraged web analytics and big data tools (Adobe SiteCatalyst, Aster, Hadoop) to analyze web traffic data and customer clickstream navigation behavior to develop personalization targeting strategy.
  • Officemax
    Sr. Pricing Analyst
    Officemax Mar 2013 - Dec 2013
    • Modified a pricing profitability model by incorporating data mining and modeling into one system using SAS/VBA programming, which preserves Excel user-friendly interface and reduces the time to complete bids by 60%.• Managed back-end user data and schedule supporting database update in UNIX.• Implemented customer segmentation strategies for pricing by comparing potential versus existing customers based on factors such as industrial type, size and location.• Performed complex ad-hoc SQL queries and regression modeling to provide actionable business insights to promote profitability and increase margin.
  • University Of Iowa
    Health Economics Research Associate
    University Of Iowa Apr 2012 - Mar 2013
    • Cost-standardized of four years Medicare claims data (billion records) using SAS DATA steps and PROC SQL.• Developed various models (survival, logistic, instrumental, etc) to predict treatment effects on survival.• Led weekly codes review meeting to find and fix overlooked mistakes.• Performed critical analysis of literature relevant to research undertaken and assisted in the preparation of manuscripts for publication and conference presentation.

Shan Li Education Details

  • University Of Iowa
    University Of Iowa
    Statistics
  • Iowa State University
    Iowa State University
    Plant Biology
  • China Agricultural University
    China Agricultural University
    General

Frequently Asked Questions about Shan Li

What company does Shan Li work for?

Shan Li works for Discover Financial Services

What is Shan Li's role at the current company?

Shan Li's current role is Principal Data Science.

What schools did Shan Li attend?

Shan Li attended University Of Iowa, Iowa State University, China Agricultural University.

Who are Shan Li's colleagues?

Shan Li's colleagues are Mary Gates, Dawn Wagstaff, Tiffany Skabelund, Janet Scott, Amanda Guillen, Ann Sommerer, Jennifer Palmer.

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