Byte Dance Singapore Singapore
1 week ago
TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa. TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. At TikTok, our people are humble, intelligent, compassionate and creative. We create to inspire - for you, for us, and for more than 1 billion users on our platform. We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes. Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility. Join us and make impact happen with a career at TikTok. 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. Responsibilities: 1. 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 and establishes short-term and long-term objectives. 2. Gain an in-depth understanding of content safety and develop strategies through advanced data analysis and modelling, 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. 3. 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 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 preferred 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. TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too
Data Scientist, Trust & Safety Singapore jobs
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