Data Scientist, Community Experience, Trust & Safety

TikTok

  • Singapore
  • Permanent
  • Full-time
  • 1 month ago
As a Data Scientist in TikTok's Trust and Safety team, you will drive data-inspired decisions and form roadmaps in ensuring that TikTok Video remains a safe, trustworthy, and risk-free environment. By implementing your domain knowledge, you will help diagnose, triage, and treat large-scale safety issues. You will scope out projects, use ground-truth data to inform strategies, and influence product design. You will partner with a variety of stakeholders across the product, operations, policy, algorithm, and engineering teams - both locally and globally. You will work with stakeholders to implement strategies and design products to proactively detect and disarm safety incidents, while protecting the creator experience with great efficiency.Responsibilities
- Design and implement a comprehensive indicator system and quantitative evaluation framework to assess the effectiveness of risk control strategies, and continuously optimize the evaluation methods to accurately track risk control capabilities
- Lead strategic planning by analyzing industry trends, competition landscape, and internal data, and translate insights into actionable business plans to enhance platform security and policy execution efficiency
- Collaborate with stakeholders to achieve business objectives through data-driven approaches, such as monitoring the impact of strategies on risk control capabilities, using statistical methods to establish an efficient decision-making system, and standardizing reusable analysis methods and tools to improve team efficiency
- Collaborate with cross-functional teams, align priorities, communicate data-driven recommendations, and drive execution to promote the adoption and practice of a data-driven culture at the organizational level.Qualifications:Minimum Qualifications:
- Bachelor's degree or above, preferably in mathematics, computer science, statistics, engineering, or related fields, with a strong foundation in statistics, Hypothesis Testing theory, and experimental design
- Has experience in quantifying complex problems, can use statistical methods to find answers under the influence of multiple factors, such as experimental design, causal inference, etc.; is proficient in using Data Analysis tools such as SQL, Python, R, Excel, and Tableau
- 2 years or more of experience in data science-related industries, is familiar with the design of success metrics and A/B testing, and has a deep understanding of the risks associated with Globalization products
- Ability to translate technical analysis results into clear strategic recommendations and has successful experience in driving cross-functional collaboration in a fast-paced environmentPreferred Qualifications:
- Has network detection capabilities and can collaborate with engineering and product teams to design scalable risk identification processes
- Has a sensitivity to the company's products and the technological development trends of related industries, and possesses strong macro-analysis and decision-making capabilities
- Your ability to work in a high tempo environment, adapt, respond to day-to-day challenges of the role
- Your resilience and commitment to self-care to manage the emotional demands of the role

TikTok