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TikTok Ecosystem - Data Science - Singapore

TikTok
$82,997 - $105,093 a year
Singapore
1 week ago

Responsibilities

About the team The Data Science department is responsible for end-to-end data analysis work across various business directions, including indicator definition and monitoring, experimental design and evaluation, problem research, and opportunity mining. It studies various ecological issues and explores the formulation of strategies beneficial to long-term value. It also researches scientific statistical analysis methods to promote the implementation of data products. Responsibilities: 1. Focus on core issues related to the content ecosystem, leveraging data science and statistical theories. Collaborate with team members working on products and strategy algorithms for the international short video content ecosystem to explore opportunities for enhancing user experience from an ecosystem perspective. 2. Conduct data analysis for the negative content risks of Tiktok, explore governance paths, and guide the business to conduct ecosystem governance from four perspectives: issue discovery, metric definition, governance measures, and experience protection. 3. Evaluated the effectiveness of management measures and designed account-level policy mechanisms to enhance compliance. 4. Employ A/B testing, quantitative analysis, statistical modeling, and causal analysis to identify opportunities and risks within the content ecosystem. Develop unbiased metrics and provide actionable recommendations for iterating and optimizing content ecosystem strategies.

Qualifications

Minimum Qualifations: 1. Bachelor's or Master’s degree in Statistics, Computer Science, Psychology, Data Science, Human-Computer Interaction, or a related field. 2. 3+ years of experience in data science, survey analytics, or user research at scale. 3. Proficiency in SQL and Python; familiarity with survey platforms and internal tool development is a plus. 4. Strong background in survey design, sampling methods, experimental design, and statistical inference. 5. Experience with data visualization tools such as Tableau, Power BI, or similar. Preferred Qualifications: 1. Excellent communication skills and the ability to translate complex findings into business recommendations. 2. Knowledge of data privacy standards and ethical considerations in user data collection.

Job Information

About TikTok


TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us


Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy - a mission we work towards every day.

We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.

Diversity & Inclusion

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.

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