TikTok is seeking a Data Scientist to join the Privacy Monitoring & Measurement (PMM) team within the Privacy and Data Protection Office (PDPO) to develop innovative solutions that measure, monitor, and improve TikTok's privacy practices, requiring a strategic mindset to identify business impact and translate data insights into actionable outcomes for TikTok's privacy evolution.
Requirements
- Hands-on experience with data visualization tools (e.g., Dashboards, Tableau) and monitoring systems.
- Proficient in SQL and Python with solid understanding of A/B testing principles and hands-on analysis experience.
- Prior experience on large scale A/B tests evaluation or experiment platform (e.g. Statsig, Vertex AI) is preferred.
- Knowledge on application of AI techniques or LLM to solve product or privacy challenges is a plus.
- Understanding of privacy regulations, risk management frameworks, and industry best practices is a plus.
Responsibilities
- Build and optimize interactive dashboards and real-time alerting systems to enable continuous privacy monitoring and rapid incident response.
- Define privacy risk guardrail metrics, leverage large scale A/B experiments across TikTok's features to detect and diagnose issues before product launches.
- Develop AI framework for causal inference and automate Root Cause Analysis leverage LLM techniques.
- Conduct impact sizing analysis during critical privacy incident investigation and response to data requests from media or regulators.
- Define metrics to measure various privacy domain areas as well as operational success of TikTok privacy practise.
- Integration of AI agent-based systems into data and operational workflows.
- Collaborate with various XFN teams (e.g. legal, audit, security, engineering and product) on critical privacy and compliance projects
Other
- Pursuing a Bachelor's degree or higher in Data Science, Statistics, Computer Science, Operations Research AI Engineering or related fields.
- Strong communication and presentation skills, proficiency in English (both verbal and written) , and a proactive, self-driven work ethic.
- Demonstrated ability to quickly learn new tools, with a strong understanding of the characteristics and business dynamics of the internet industry.
