大模型应用高级算法工程师 - TikTok研发
Core
Develop large model applications, LLM Agents, and privacy-focused NLP/ML solutions for TikTok's global business scenarios.
Role type
Senior IC large model application algorithm engineer
Builds
LLM Agents, privacy-compliant ML/NLP models, and inference/deployment infrastructure for TikTok products
Domain
Social media, e-commerce, content creation/consumption, privacy law
Deliverable
production ML models
Required skills
Large language models, multi-modal large models, intelligent agents, model deployment, Python, Go, PyTorch, vLLM, automatic evaluation techniques
Preferred skills
Academic background, published research papers
Technologies
PyTorch, vLLM
Responsibilities
Develop international product ML/NLP and large model algorithms; design and implement ML infrastructure/frameworks; explore frontier technologies to optimize privacy model capabilities; deploy algorithm models to API services and design ML system architecture
Seniority
Senior, hands-on IC
