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Data Scientist, Trust

1 month ago

Singapur, Singapore TikTok Full time

About the team

Our Trust & Safety team's commitment is to keep our online community safe. We have invested heavily in human and machine-based moderation to remove harmful content quickly and often before it reaches our general community. As a Data Scientist in TikTok's Trust and Safety APAC team, you will be instrumental in ensuring that TikTok 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 use data and insights to form best-in-class heuristics to proactively detect and disarm safety incidents. You will partner with a variety of stakeholders across the product, operations, policy, and engineering teams - both locally and globally. It is possible that this role will be exposed to harmful content as part of the core role/as part of project/ in response to escalation requests/by chance.Some content viewed may violate our community guidelines, which include but are not limited to bullying; hate speech; child abuse; sexual assault; torture; bestiality; self-harm; suicide; murder. What will I be doing?1. Drive the strategic planning and execution of short-term and long-term business plans through in-depth business analysis, industry studies and the study of market trends;2. Refine and upgrade the content safety system for globalised products, incorporating statistical modelling methods to construct an efficient decision-making system that quantifies business tradeoffs;3. Utilise a comprehensive understanding of content safety and develop strategies through large-scale operational data analysis, empowering various scenarios such as resource allocation, cost management, personnel management, output efficiency management, and output quality management. In addition, abstract reusable analytical methodologies and tools;4. Collaborate closely with the global Trust and Safety team, proactively providing insights and recommendations, driving the implementation of data analysis value, and overseeing the macro direction of the business.

What should I bring with me?1. Bachelor's degree or above, preferably in mathematics or statistics-related majors, with a solid foundation in statistical and data mining theories.2. Proficient in data analysis and statistical analysis tools such as SQL, Python, R, Excel, and Tableau.3. Minimum of 5 years of data analysis experience, with a deep understanding of risks in globalised products.4. Experience collaborating with cross-functional and global teams, communicating across effectively and efficiently ;Experience in collaborating with global teams, proficient(native) in English communication.5. Acute ability to grasp company product-related industry technology development trends, and possess strong macro analysis and decision-making capabilities.6. Experience in platform content safety and large-scale outsourcing team data operations and coordination is preferred7. Experience in coaching team members. Trust & Safety is committed to the wellbeing of all our employees. Our promise is to provide comprehensive and evidence-based programs, to promote and support physical and mental wellbeing throughout each employee's journey with us. We believe that wellbeing is a relationship and that everyone has a part to play, so we work in collaboration and consultation with our employees and across our functions in order to ensure a truly person-centred, innovative and integrated approach.

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