Ying Liu
Analytics at ByteDance
Shanghai, Shanghai, China
Summary
👤
Senior🎓
Top SchoolYing Liu is an analytics-focused data scientist with a decade of experience building measurement systems and data foundations for advertising products at companies like ByteDance, Reddit, and DoubleVerify. She combines applied statistics, machine learning, and ETL engineering to design core ads metrics, deploy models, and create real-time alerting that protect revenue and improve advertiser retention. Her background spans product analytics, content safety measurement, and ads marketplace instrumentation, with hands-on use of PySpark, Airflow, SQL and cloud storage. Based in Shanghai, she brings a practical blend of research-driven modeling and production-first engineering, and has a track record of turning complex experiments and A/B tests into operational dashboards and decision-ready insights. An unexpected facet: she pairs technical rigor with a poetic sensibility hinted at in her GitHub bio, suggesting a creative approach to data storytelling.
10 years of coding experience
5 years of employment as a software developer
Bachelor's degree International Economics and Trade, Bachelor's degree International Economics and Trade at Liaoning UniversityMaster's degree Business Intelligence and Analytics, Master's degree Business Intelligence and Analytics at Stevens Institute of Technology
English, Chinese
Github Skills (45)
interceptor10
middleware10
ios10
mobile-development10
form-data10
windows10
app-framework10
timeout10
cancellable10
cross-platform10
dio10
material-design10
android10
skia10
adapter10
Programming languages (3)
Github contributions (5)
woaigmz/SmartDiffAdapter
May 2018 - Nov 2018
Contributions:6 releases, 23 commits, 17 pushes in 6 months
iloveq/AFrame
May 2018 - Jun 2019
Contributions:14 releases, 110 commits, 83 pushes in 1 year 1 month
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