数据科学家-搜索广告
Core
Build metric systems and conduct exploratory data analysis to diagnose issues and quantify opportunities in Douyin's search advertising business; design data science solutions and prototypes to optimize business strategies; execute A/B tests and observational studies to guide product iteration and performance improvement.
Role type
Senior IC data scientist (search advertising)
Builds
Product features and data science solutions for search advertising
Domain
Internet / Advertising / Machine Learning
Deliverable
production ML models
Required skills
Causal inference, Machine learning, SQL, Python, Statistical modeling, Business acumen, Experimental design
Preferred skills
Experience in calculation advertising, Master's or PhD degree
Technologies
Python, SQL
Responsibilities
Construct metric systems and perform exploratory data analysis to identify business issues; Decompose complex business problems and design data science solution prototypes; Design and implement A/B tests or observational studies to provide decision support; Present analysis results clearly to drive business execution and iteration.
