大模型算法工程师-TikTok
Core
Research and apply large model capabilities to improve R&D efficiency, focusing on data mining, model alignment, and agent design for code scenarios.
Role type
Senior IC large model algorithm engineer (R&D efficiency)
Builds
Production ML models and tools for code generation and R&D workflows
Domain
Artificial Intelligence / Large Language Models / Software Engineering
Deliverable
production ML models
Required skills
Large language model training and optimization, Reinforcement learning from human feedback, Knowledge distillation, Data mining and synthesis, Multi-agent system design, Tool-use implementation, Transformer architectures, Code generation
Preferred skills
ACM/ICPC or top-tier competition awards, Published papers in ACL/EMNLP/ECCV/CVPR, Experience with code foundation models, Multi-agent and tool-use projects
Technologies
RLHF, SFT, DiT, ViT, Transformer, LLM, VLM
Responsibilities
Research high-quality data mining and synthesis for code scenarios, Design evaluation methods for atomic and full-link code tasks, Optimize LLM/VLM training techniques for code capabilities, Track and integrate latest LLM/VLM technologies into business applications
Seniority
Senior, hands-on IC
