Summary
Overview
Work History
Education
Skills
Timeline
Generic

Levy Li

Aurora,IL

Summary

Results-driven Data Analyst specializing in Python, SQL, and Tableau. Demonstrated ability to analyze large datasets to generate actionable insights that enhance product growth and risk control. Expertise in statistical analysis, data visualization, A/B testing, and cross-functional collaboration to optimize decision-making and operational efficiency.

Overview

2025
2025
years of professional experience

Work History

Statistical Analyst

Abbott
Dallas, Texas
  • Extracted, cleaned, and audited large datasets from AbbottLink to ensure data integrity for statistical analysis
  • Performed statistical analyses and validation (e.g., linearity tests) using SAS for drug R&D experiments.

Sr. Data Analyst

Checkr, Inc.
01.2022 - 10.2024
  • Developed self-service Looker dashboards to enable cross-functional teams in tracking product performance and financial metrics.
  • Identified over 500 potential commercial customers for new product launch.
  • Conducted risk analysis on background check reuse windows, achieving $5M in annual cost savings.
  • Led product analytics for background screenings team, defining KPIs and executing A/B tests to uncover growth opportunities.
  • Automated reporting processes using Airflow and SQL, reducing manual processing time by 30% while enhancing accuracy.
  • Evaluated website usability and customer journey metrics to improve conversion rates.

Data & Risk Analytics Analyst

PenFed Credit Union
Washington DC
01.2020 - 01.2022
  • Conducted competitive benchmarking with internal and external datasets to pinpoint growth opportunities. Presented expansion proposal for 10 metropolitan areas, projecting 5% portfolio growth.
  • Created weekly Tableau reports on applications, approvals, and credit profiles for senior leadership to minimize loan defaults.
  • Developed Python and SQL pipelines for analyzing auto loan profitability and mitigating risk.
  • Identified high-risk dealerships regarding loan defaults, achieving performance improvement in 25% of cases through early intervention.
  • Drove monitoring and analysis of auto loan performance and policy effectiveness.

Credit Risk Analyst

T Mobile
Seattle, Washington
01.2019 - 01.2020

l Created Tableau reports monitoring credit score distributions and application flows.

l Analyzed response and conversion rates for targeted marketing campaigns by customer segment.

l Simulated credit class models to validate new credit strategy integration post-Sprint merger.

Education

Bachelor of Arts - Statistics & Economics

Northwestern University
Chicago, IL

Master of Science - Applied Statistics

University of Illinois At Urbana-Champaign
Champaign, IL

Skills

  • Analytics & Programming: Python, SQL, dbt, scikit-learn, NLP, Causal Inference
  • Visualization and BI: Tableau, Looker, Amplitude, workflow and tools: Airflow, GitLab (version control), A/B testing, machine learning
  • Workflow & Tools: Airflow, GitLab (version control), A/B Testing, Machine Learning

Timeline

Sr. Data Analyst

Checkr, Inc.
01.2022 - 10.2024

Data & Risk Analytics Analyst

PenFed Credit Union
01.2020 - 01.2022

Credit Risk Analyst

T Mobile
01.2019 - 01.2020

Bachelor of Arts - Statistics & Economics

Northwestern University

Master of Science - Applied Statistics

University of Illinois At Urbana-Champaign

Statistical Analyst

Abbott
Levy Li