多模态大模型算法专家 - TikTok Shop
Core
Design and iterate core algorithms for international e-commerce product governance, focusing on identifying prohibited items, category misclassification, and fraudulent content using multimodal understanding models.
Role type
Senior Multimodal Large Model Algorithm Expert (Product Governance)
Builds
Multimodal understanding models, risk detection systems, and governance frameworks for TikTok Shop's global commerce ecosystem.
Domain
E-commerce, Content Moderation, Multimodal AI
Deliverable
production ML models
Required skills
Multimodal learning, Computer Vision, Natural Language Processing, Large Language Models, RAG, Weakly/Semi-supervised learning, Model distillation, Distributed training, Model deployment, PyTorch
Preferred skills
Agentic AI, Cross-market generalization, Large-scale model optimization
Responsibilities
Design algorithms for product governance (prohibited items, category errors, fraud); Build text, visual, and multimodal understanding models; Explore and deploy advanced AI techniques (RAG, few-shot learning); Develop multi-object collaborative governance systems; Plan technical directions for large-scale training and stability; Collaborate with product, strategy, and engineering teams.
Seniority
Senior, hands-on IC
