Lead Data Scientist (User Growth)-TikTok

What you'll do

• Build and improve models such as LTV and ROI prediction models to guide user-growth decisions.
• Analyze product metrics and user behavior to uncover insights and opportunities across products.
• Design and analyze A/B experiments and collaborate cross-functionally to inform product development and business decisions.

What they ask for

• Master’s degree in a quantitative discipline.
• 5+ years of experience in statistical modeling and machine learning, including user-level modeling.
• 2+ years of experience leading a team.
• Proficiency in SQL and Python/R; ability to conduct rigorous analysis and communicate conclusions to technical and non-technical audiences.

Nice to have

• Strong communication and collaboration skills in a diverse environment.
• Passion for the Internet industry and data analysis; ability to learn how data relates to user experience and product growth.

Tools

SQL, Python/R, Regression, Classification, Clustering, deep learning

AI focus

Apply machine learning, including deep learning, and statistical models to user-level analysis and user-growth decisions.