Welcome to TikTok's Agentic Recommendation team, where we're reimagining the future of recommendation systems. Our mission is to build world-class, end-to-end recommender systems that go beyond prediction to reasoning, alignment, and autonomy. We're integrating cutting-edge techniques such as multimodal large language models (MLLMs), reinforcement learning, and agentic alignment to drive next-generation user experiences at scale.
Requirements
- Design and construct reinforcement learning datasets tailored for recommendation scenarios.
- Explore and optimize reinforcement learning algorithms, and develop scalable training and inference frameworks.
- Conduct research on agentic recommendation systems and generative recommendation models.
- Stay up to date to the latest SoTA advancements in relevant areas, and translate research ideas into real-world applications.
Benefits
- Generous Paid Time Off
- 401k Matching
- Retirement Plan
- Visa Sponsorship
- Four Day Work Week
- Generous Parental Leave
- Tuition Reimbursement
- Relocation Assistance