Senior Machine Learning Engineer, TikTok Recommendation-PGC

About the Team

Recommendation algorithm team plays a central role in the company, driving critical product decisions and platform growth. The team is a diverse group of world-level researchers and engineers, who develop and support the production recommendation systems that drive product impact. The team is fast-paced, collaborative and impact-driven.

Responsibilities

• What You'II Do
• Develop recommendation systems that improve user experience and platform content ecosystem.
• Build machine learning systems and pipelines to address critical product challenges.
• Own a full stack machine learning system(s), lead its development, support, and improvements.
• Collaborate with cross functional teams to design product strategies and build solutions to grow TikTok in the US market.

Qualifications

Minimum Qualifications

• Bachelor degree or above in computer science or a related major, with 4+ years of related work experience.
• Proficient in C/C++, Python and have a deep understanding of data structure and algorithm design. Practical experience using these languages building large-scale production systems.
• Solid knowledge and practical experience developing machine learning systems with at least one popular deep learning framework (e.g., PyTorch, TensorFlow).
• Experience in one or more of the following areas: applied machine learning, machine learning infrastructure, large-scale recommendation system, market-facing machine learning product.
• Good written and verbal communication skills.