TikTok is looking to solve the problem of generating actionable insights from data to help stakeholders make the right decisions, specifically in the areas of user growth, content ecosystem, and product infrastructure.
Requirements
- Familiarity with Excel, SQL, Python, or R, and foundational knowledge of data visualization tools like Tableau, Power BI, and Think-Cell.
- Analytical Skills: Previous internship or project experience in business analysis or data-related roles, with the ability to analyze data and generate actionable insights.
- Experience in the ads or marketing industry is a plus.
- Foundational knowledge of data visualization tools
- Familiarity with machine learning, deep learning and other techniques for data mining
Responsibilities
- Participate in the construction and optimization of long-term user value (LTV) models and other user behavior prediction models.
- Use machine learning, deep learning and other techniques for data mining, and optimize user portraits and behavior analysis.
- Design A/B tests and other causal inference methods to evaluate the model's performance and promote the implementation of the model in business scenarios.
- Process and clean massive amounts of data, build high-quality datasets, and improve data quality.
- Collaborate with product and data engineering teams to promote the implementation of data-driven decision-making.
Other
- Final year BS/MS or recent BS/MS graduates in quantitative fields such as mathematics, statistics, economics, or computer science.
- Business-level English proficiency with strong verbal and written skills to effectively engage with stakeholders and present findings to non-technical audiences.
- Strong problem-solving abilities, attention to detail, and the capability to collaborate effectively with cross-functional teams to implement solutions and drive results.
- Commit to an onboarding date by end of year 2026
- State availability and graduation date clearly in resume
