Data Scientist
4 weeks ago
The e-commerce data science team at TikTok aims to maximize the efficiency of e-commerce transactions through quantitative techniques such as mathematical statistics and machine learning.
As a key member of this team, you will use causal inference, machine learning, and other technologies to actively explore opportunities in traffic, products, operations, strategies, and more.
You will complete in-depth special project analysis and give strategic suggestions through keen insight into the business.
Additionally, you will provide qualitative and quantitative analysis, model construction, and experimental verification.
Efficient communication with cross-functional teams is essential to promote the implementation of strategy application and continuous optimization.
Responsibilities:
- Use causal inference, machine learning, and other technologies to actively explore opportunities in traffic, products, operations, strategies, and more
- Complete in-depth special project analysis and give strategic suggestions through keen insight into the business
- Provide qualitative and quantitative analysis, model construction, and experimental verification
- Efficient communication with cross-functional teams, promote the implementation of strategy application and continuous optimization
Qualifications:
- Bachelor degree in Mathematics, Statistics, Computer Science, or Analytics
- Product Analytics, Machine Learning, and Statistics
- Experimentation
- SQL
- Python or R
Preferred Qualifications:
- Advanced Degree (MS, PhD.) in Mathematics, Statistics, Analytics, etc
- Expertise with ecommerce search or recommendation strategies, relevant domain knowledge
- Have strong curiosity and selfdriving force, like to accept challenges, aim for the highest
- Have excellent communication skills, an open mind, and positive critical thinking
- Strong driving ability, open and inclusive, with the ability to actively think and explore, with a sense of ownership, and willing to bring positive impact to the team
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