Senior Data Scientist, TikTok Product E-commerce
6 days ago
The primary function of a Data Scientist in our e-commerce team is to conduct in-depth analysis of users, merchant products, platforms, and ecosystems. This involves accurately describing business status, quickly discovering and locating problems and opportunities in various business and technical directions. You will work closely with cross-functional teams, such as the Algorithm team and Product team, to identify key issues of user experience and business performance.
Responsibilities
- Conduct research on business value, multi-indicator measurement, substitution, ecosystem strategy, and design complex algorithm experiments.
- Complete in-depth special analysis and provide strategic suggestions through keen business insight, qualitative and quantitative analysis, model building, and experimental verification.
- Based on a deep understanding of user traffic, merchants, creators, platforms, and ecosystems, accurately reflect the current business situation through the definition of a scientific indicator system and exploratory data analysis, quickly identify potential improvement opportunities in various business and technology directions.
Qualifications
Minimum Qualifications
- Bachelor's degree or above; with backgrounds in e-commerce, local services, advertising, recommendation, live streaming, short videos, etc., statistics, computer science, economics, etc., data science, quantitative analysis, etc. are preferred;
- Solid theoretical foundation and practical experience in statistics, machine learning, causal inference, etc.
- Proficient in SQL, proficient in using Python/R and related libraries.
- Excellent sensitivity to data and logical thinking, ability to build an analytical framework in situations of high uncertainty, and transform data into quantitative insights.
Preferred Qualifications
- Experience in the internet and live streaming/short video industries is a plus.
- Good communication skills, proactive at work, a strong sense of ownership, strong sense of responsibility, good teamwork and pressure-handling abilities
- Strong curiosity and self-driven, eager to accept challenges, and pursue excellence.
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
About the Team
The e-commerce industry has seen tremendous growth in recent years and has become a hotly contested space amongst leading Internet companies, and its future growth can not be underestimated. With millions of loyal users globally, we believe TikTok is an ideal platform to deliver a brand new and better e-commerce experience
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