Machine Learning Graduate for E-Commerce Security
3 weeks ago
About the Role
The E-Commerce Risk Control team at TikTok is responsible for protecting our e-commerce users from risks and ensuring the integrity of our e-commerce ecosystem. We achieve this by developing state-of-the-art machine learning solutions to prevent bad actors from gaining unfair business advantages. As a graduate, you will be part of a multidisciplinary team that works closely with other teams to reduce risk attempts and empower our internal and external teams to utilize our mechanisms effectively.
Key Responsibilities
- Develop innovative machine learning algorithms to manage business risks in TikTok's products and platforms.
- Prototype and explore novel solutions, conduct experiments to validate hypotheses, and provide insights to Product and Tech teams.
- Collaborate with multidisciplinary teams to enhance current automation processes.
- Build efficient data querying infrastructure for real-time and offline analysis.
- Identify opportunities to strengthen risk defense solutions.
- Define risk control metrics and promote data-driven practices.
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