Data Scientist, PGC Traffic Strategy and CRP - TikTok

About TikTok

The PGC business is divided into several core modules, including creator growth strategies, posts and content management tools, content distribution strategies, and creator monetization strategies.

Responsibilities

• Collaborate with MLE to enhance the efficiency of the recommendation system and improve user experience.
• Utilize data science methods to assess the creator rewards program's progress and develop new strategies.
• Develop experimental methodologies to evaluate the impact of two-sided market dynamics.
• Create a metrics framework to monitor product health, track core metrics, and identify the root causes of metric changes.
• Utilize causal inference and discovery to evaluate causality in non-experimental contexts.

Requirements

• Bachelor's Degree in data science, statistics, econometrics, math or a related scientific major, with 2+ years of related work experience.
• Expertise in SQL and programming in Python or R.
• Excellent analysis skills with good communication skills.
• Strong logical and quantitative skills, with practical experience in recommendation systems.

Preferred

• Strong communication, teamwork skills, self-driven and self-learning ability.
• Passionate about content products and curiosity to deep dive.
• Experience in content products, content management tools, and creator management strategies.
• Experience operating accounts on social media and content platforms.