Ensure that TikTok remains a safe, trustworthy, and risk-free environment to create and enjoy content across all of its apps while protecting its brand, specifically focusing on user support operations and related issues.
Requirements
- 4+ of industry experience in data science, data analytics, product analytics, quantitative analysis and machine learning experience to build ML-driven products for solving business problems
- Experience with experimentation and testing of Minimum Viable Products to determine if proposed business models / solutions scale up
- Experience with utilizing SQL/Python to extract, manipulate, and analyze datasets.
- Experience with creating data visualizations to communicate metric performance.
- Experience with statistical analysis or data modeling techniques, including: hypothesis testing, experiment design, and common regression and classification algorithms.
- Experience building data infrastructure and implementing reporting solutions
- Experience with causal inference and quasi-experimental techniques
Responsibilities
- Partner with product, operations, policy, and engineering teams to scope, design, execute, measure, and improve the impact of US Safety efforts
- Break down the hairiest of problems by applying the full data science toolkit and provide insights to stakeholders across the organization to change minds and hearts
- Conduct quantitative analysis, deliver insights, and influence US Safety decision making through understanding of user behavior and safety ecosystem
- Design, execute and analyze experiments to understand the impact of product, model, or operational changes on the business
- Independently design, research, develop and apply ML/AI solutions to solve business problems, including prediction, optimization, segmentation and so on
- Deep understanding of our organization's data structure; look for ways to improve to enhance our ability to perform robust data analysis; create new data sets when there is little or no data available, to inform marketing analysis
- Design and monitor core metrics; perform root cause analysis to explain drivers
Other
- This individual will break down the hairiest of problems by applying the full data science toolkit and provide insights to stakeholders across the organization to change minds and hearts
- Be constantly curious and continue to pursue in-depth explorations of our datasets and business
- This Data Scientist may be exposed to harmful content as part of their core day-to-day functions, as well as in project work; in response to escalation requests; or by chance.
- Passion for social technology products and a curiosity to learn and grow with a fast paced company.
- Your ability to work in a high tempo environment, adapt, respond to day-to-day challenges of the role.
