Senior Machine Learning Risk Specialist

3 weeks ago


Seattle, Washington, United States Tik Tok Full time
About the Team

The E-Commerce Risk Control team at TikTok is responsible for protecting TikTok e-commerce users from various types of risks, including account integrity, incentive abuse, and malicious activities.

Key Responsibilities
  • Develop and implement machine learning models to detect and prevent risk attempts in TikTok e-commerce platforms.
  • Collaborate with cross-functional teams to enhance current automation processes and build efficient data querying infrastructure for real-time and offline analysis.
  • Define risk control metrics and promote data-driven practices to align teams and stakeholders on numeric goals for risk control.
Requirements
  • Graduate degree in Computer Science, Engineering, Operations Research, or related fields.
  • Proficiency in modern machine learning theories and applications, including ensemble trees, deep neural networks, transfer/multi-task learning, reinforcement learning, graph theory, and unsupervised learning.
  • Experience with Python, SQL/Hive, and Hadoop.
Salary Range

The estimated salary for this role is $110,000 - $160,000 per year, depending on location and experience.

Benefits

TikTok offers a comprehensive benefits package, including health insurance, 401(k) matching, and paid time off.



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