大模型应用算法工程师-抖音电商
Core
Optimize content generation (product descriptions, live stream interactions, video scripts) and build AI agents for e-commerce scenarios using large language models and multimodal AI.
Role type
Senior IC large model application algorithm engineer (e-commerce)
Builds
AI agents for comment auto-reply, smart product selection, and traffic analysis; generative content for live streams and videos.
Domain
E-commerce, Large Language Models, Multimodal AI
Deliverable
production ML models
Required skills
SFT, RLHF, multimodal model understanding, reinforcement learning integration, generative content creation, algorithm design, Python programming
Preferred skills
Top-tier conference publications (ACL/EMNLP/ECCV/CVPR), ACM/ICPC/NOI/IOI/Kaggle awards, live stream creative generation experience
Technologies
SFT, RLHF, Large Language Models, Multimodal Models, Reinforcement Learning
Responsibilities
Optimize content generation for product explanations and live stream interactions; implement text/video understanding and recommendation systems; develop e-commerce agents; apply frontier research to the platform ecosystem.
Seniority
Senior, hands-on IC
