
Liting Zhang
• Experienced analyst with hands-on expertise on data management (collection, cleaning, preparation and automation), statistical modeling (multivariate linear regression,... | Greater Boston, Greater Boston, United States
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Liting Zhang’s Emails li****@ho****.com
Liting Zhang’s Phone Numbers 1800466****
Social Media
Liting Zhang’s Location Greater Boston, Greater Boston, United States
Liting Zhang’s Expertise • Experienced analyst with hands-on expertise on data management (collection, cleaning, preparation and automation), statistical modeling (multivariate linear regression, logistic regression, ANOVA, GLM, SVM, Random Forests, Neural Networks, Structural Equation Model, data mining and time series) and ad-hoc analysis (data visualization and reporting). • Skilled programmer being proficient in SAS (Advanced Certificate), R, SQL, Python, Stata, Excel and Tableau. • Experience working with large unstructured data sets • Experience with using modern, cloud-based data storage and processing technology to develop and test algorithms. This includes AWS S3, HDFS, or similar • Experience working with distributed platforms, such as Hadoop Map/Reduce or Spark, to increase velocity of testing on large data sets • Proficient in large-scale database queries, with associated statistical analyses including the following areas: non-linear and multi-variate regressions, logistic regression, time series • Strong communicator with extensive cross-functional working, team leading, and project managing experiences as a bridge between multiple research teams and analytics group. • Excellent innovator with out-of-box thinking, can-do attitudes, fast implementation and project leadership initiatives to bring innovative ideas into life, e.g. a new pipeline of data processing, automation and reporting system.
Liting Zhang’s Current Industry American Family Insurance
Liting
Zhang’s Prior Industry
Citic Securities
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Dhc Software
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Marketing Modeling Consulting
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Travelers
|
The Stimson Center
|
Harvard Medical School
|
Ess Analysis
|
American Family Insurance
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Work Experience

American Family Insurance
Senior Data Science Engineer
Fri Jul 01 2022 00:00:00 GMT+0000 (Coordinated Universal Time) — Present
American Family Insurance
Data Science Engineer
Mon Feb 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time) — Fri Jul 01 2022 00:00:00 GMT+0000 (Coordinated Universal Time)
Ess Analysis
Data Scientist
Mon Apr 01 2019 00:00:00 GMT+0000 (Coordinated Universal Time) — Mon Feb 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)
Harvard Medical School
Data Scientist
Sun Oct 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time) — Mon Apr 01 2019 00:00:00 GMT+0000 (Coordinated Universal Time)
The Stimson Center
NLP Data Scientist
Sun Jan 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Apr 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time)
Travelers
Data Science Research Associate
Sat Oct 01 2016 00:00:00 GMT+0000 (Coordinated Universal Time) — Sun Jan 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time)
Marketing Modeling Consulting
Consulting volunteer
Fri Jan 01 2016 00:00:00 GMT+0000 (Coordinated Universal Time) — Fri Apr 01 2016 00:00:00 GMT+0000 (Coordinated Universal Time)
Dhc Software
Java programmer
Mon Jun 01 2015 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Aug 01 2015 00:00:00 GMT+0000 (Coordinated Universal Time)
Citic Securities
Data Analyst
Mon Sep 01 2014 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Nov 01 2014 00:00:00 GMT+0000 (Coordinated Universal Time)