Senior Machine Learning Risk Specialist
3 weeks ago
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.
- 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.
The estimated salary for this role is $110,000 - $160,000 per year, depending on location and experience.
BenefitsTikTok offers a comprehensive benefits package, including health insurance, 401(k) matching, and paid time off.
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