商业化数据科学家（AB实验平台方向）-中国交易与广告
Core
Design, analyze, and evaluate A/B experiments for commercialization business (transactions and advertising) to drive product iteration decisions.
Role type
Senior A/B testing data scientist (commercialization)
Builds
A/B testing platform modules including experiment creation, data analysis, and decision deployment
Domain
Internet / E-commerce / Advertising
Deliverable
production ML models
Required skills
A/B testing design and analysis, statistical hypothesis testing, variance analysis, regression modeling, SQL, Python, sample size calculation, sensitivity analysis, long-term effect evaluation
Preferred skills
Machine learning theory and techniques
Responsibilities
Design and evaluate A/B experiments for commercialization business; assist in developing metrics and building data monitoring systems for the experiment platform; explore and optimize experiment analysis methods and tools; participate in the full lifecycle design of the A/B testing platform
