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. General responsibilities: Build and improve the operational data framework for TikTok's local service business. Assist the TikTok Local Service business team in making key decisions and improving operational efficiency by providing sufficient data infrastructure. Prepare recurring data to track the day-to-day management of all functional areas related to operational analysis. 2. Operational goal analysis: Provide analytical support for the operations team in business development. Assist operation leads in planning local service campaign strategies by defining statistical methods (time-series forecasting, data mining) and choosing the most appropriate approaches for business campaign performance review. 3. Campaign growth analysis: Drive the growth of TikTok Local Service business campaigns through data analysis and modeling by iterating operational strategies using A/B testing and microeconomic models to improve merchant incentives, user experience, and repurchase rates. Collaborate closely with operation team members to establish a campaign data tracking monitor (both daily and in real-time). 4. Strategy analysis: Develop and refine data analysis methodologies and frameworks, extract the recurring data needs of the operations department for campaign cost analysis and ROI analysis. Iterate operational strategies from the TikTok Local Service Platform role for the user subsidy strategy, and work with operation teams, industry business development teams, and sales teams to develop business reports and campaign subsidy strategies. 5. Data Infrastructure: Collaborate closely with data engineering, product managers, and operation teams in Singapore, China, Indonesia, and Japan to establish campaign data tracking monitor (both daily and in real-time). Promote cross-functional data foundations and monitors, and ensure the stability, accuracy, and timeliness of the core metrics of TikTok Local Service business campaign data while continuing to iterate monitors and self-serve analytical data tools to improve data usage efficiency across cross-functional business teams.
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.