Jie Shen
Data Science @ Meta
- Role
- Staff Data Scientist at Meta
- Location
- Menlo Park, CA, US
- LinkedIn followers
- 500 followers
About Jie Shen
An enthusiastic and motivated data scientist with solid training in advertising, marketing, and statistics. An independent and quick learner who is genuinely excited about building 0 -> 1 experience and improving/redefining the existing experience for users.Skillset:Experienced in using R (psych, ggplot2, lavaan, dplyr), Python (pandas, numpy, scikit-learn), SQL, SPSS, and Qualtrics.Behavorial Science and Marketing Research: A/B testing, Quasi-Experimental Design, Customer Segmentation through clustering analysis, Persona, Focus Group, Structured/Unstructured Interview, Longitudinal Study Design, Linear Mixed Model Analysis, SEM, Dyadic Analysis, Applied Social Network Analysis, Factor Analysis, Power Analysis.Machine Learning: Basic applications of SVR, Decision Tree Regression/Classification, Random Forest Regression/Classification, K-NN, Regularization, Spline, Numerical Optimization, Boosting, Naive Bayes, Clustering (Hierarchical, K-Means, Spectral), research experience in Natural Language Processing.My Github page: https://github.com/DoreenShen/
Experience
Staff Data Scientist
Aug 2022 — Present · Menlo Park, CA, US
Support experimentation-based ad measurement products (e.g, Lift and A/B Testing) and Incrementality-Focused Optimization and Attribution products- Steer product directions and priorities with robust data insights and strong communication with XFNs- Apply various causal inferences methodologies (e.g, A/B testing, diff-in-diffs, propensity score matching + coarsened exact matching, double machine learning, regressions, BSTS) to examine hypotheses and size feature/product impact- Develop various comprehensive measurement frameworks that enable easy and quick feature launch monitoring and troubleshooting- Orchestrate accurate impact measurement plans for front-end, back-end, and modeling features.
Education
Zhejiang University
Bachelor’s Degree, Industrial and Product Design | Advertising
University of Illinois Urbana-Champaign
Master of Science - MS, Statistics
University of Illinois Urbana-Champaign
Doctor of Philosophy - PhD, Business Administration
University of Illinois Urbana-Champaign
Master’s Degree (Kappa Tau Alpha Honor Graduate), Advertising
Singapore University of Technology and Design (SUTD)
Exchange Program, Engineering System Design
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.