数据科学家-商业安全
Core
Define metrics and perform exploratory data analysis to describe business status, identify issues/opportunities in ad delivery and commercial security, and propose data-driven solutions for product iteration.
Role type
Senior data scientist (commercial security & ad risk)
Builds
Product strategies and data science prototypes for ad delivery, user experience, and commercial security
Domain
Digital advertising, risk management, marketing science
Deliverable
production ML models
Required skills
Causal inference, statistical modeling, SQL, Python/R, business acumen, problem decomposition
Preferred skills
Ad delivery, audit risk control, marketing science background
Technologies
SQL, Python, R
Responsibilities
Define scientific metric systems and perform exploratory data analysis to locate business problems; Decompose complex business issues to formulate product strategy hypotheses or data science prototypes; Collaborate with cross-functional teams to drive implementation and achieve business closure; Abstract industry-wide analysis frameworks to build data assets and improve team efficiency.
