大模型Agent算法工程师 - TikTok研发
Core
Design and develop high-performance large model algorithm engines for multi-modal content understanding and Agentic AI Agent applications within TikTok's core business scenarios.
Role type
Senior IC large model algorithm engineer (Agent & multi-modal)
Builds
Agentic AI Agent workflows, multi-modal content understanding engines, AI short drama generation
Domain
Social media, large language models, multi-modal AI, reinforcement learning
Deliverable
production ML models
Required skills
C/C++ or Python, large model post-training and alignment (SFT, DPO, PPO, GRPO), Agent architecture design, task planning, tool calling, memory mechanisms, multi-turn decision making, reinforcement learning, multi-modal learning
Preferred skills
Publications in NeurIPS, ICML, ICLR, ACL, EMNLP, CVPR, ICVC, KDD, WWW, high-quality open source projects, algorithm competition achievements
Responsibilities
Develop algorithm engines for multi-modal content understanding and Agentic AI applications, evaluate and analyze algorithm performance for PGC hotspots and AI short drama generation, design and iterate Agentic AI Agent workflows with self-evolution capabilities
Seniority
Senior, hands-on IC