Data Scientist, Community Experience, Trust & Safety
Singapore, Singapore
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About the Team
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.
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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
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Category:
Data Science Jobs
Tags: Engineering Security Statistics
Region:
Asia/Pacific
Country:
Singapore
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