AIGC Agent全栈工程师-TikTok
Core
Design and implement end-to-end AI agent workflows for creative tasks including scriptwriting, storyboard design, and video evaluation.
Role type
Senior IC full-stack AIGC agent engineer
Builds
Automated creative workflows and AI agents for content generation
Domain
Entertainment / Generative AI
Deliverable
production ML models
Required skills
Python, LangChain, LangGraph, AutoGen, LLM fine-tuning, RAG, prompt engineering, reinforcement learning, Chain-of-Thought reasoning, ReAct patterns, AI coding tools (Claude Code, Codex, Cursor), multi-modal models
Preferred skills
End-to-end AI project experience, aesthetic judgment for content creation, experience with Spec-Driven Development
Technologies
Python, LangChain, LangGraph, AutoGen, LLMs, multi-modal models, RAG, reinforcement learning
Responsibilities
Design and implement AI agent workflows for creative tasks; Optimize agent usability via context management and tool calling; Research and apply reasoning patterns like CoT and ReAct; Build evaluation frameworks and automated pipelines for A/B testing; Practice AI-native development paradigms to improve team efficiency
