数据科学家（社交与创作）-TikTok
Core
Design and optimize data strategies for TikTok's social networking, UGC creation, community interaction, and image/text content businesses to drive user experience and business growth.
Role type
Senior data scientist (social & content)
Builds
Social features, UGC tools, community engagement platforms, and content management systems
Domain
Social media, content creation, community management
Deliverable
production ML models
Required skills
Statistical modeling, A/B testing, causal inference, SQL, Python, R, experimental design
Preferred skills
Machine learning, quantitative analysis, product strategy
Responsibilities
Design metric systems to monitor and predict core business indicators; Identify anomalies and perform root cause analysis; Quantify strategy impact and uncover growth opportunities; Collaborate with product, algorithm, and engineering teams to execute projects.
