AI算法工程师（创作信号与Agent Memory）-即梦
Core
Build algorithms for creative signals and Agent Memory to support multi-turn creation consistency, user preference modeling, and context continuity in an AIGC product.
Role type
Senior IC machine-learning engineer (AIGC Agent & Memory)
Builds
Creative signal systems, style/material signals, user preference models, and proactive Agent capabilities for an AIGC creation platform.
Domain
Artificial Intelligence / Generative AI / Multi-modal Systems
Deliverable
production ML models
Required skills
Machine learning, Information retrieval, Recommendation systems, User modeling, Multi-modal understanding, Large model Agents, Python, Data analysis, Algorithm experimentation, LLM/VLM mechanisms, Tool Use, Function Call
Preferred skills
Agent Memory, Multi-modal RAG, Personalized generation, Creative signal mining
Responsibilities
Explore and build Agent Memory capabilities to preserve user preferences and project context; Construct signal systems (creative, style, material, user behavior) to optimize generation strategies; Leverage multi-modal RAG and content retrieval to improve efficiency with images, video, and text; Enable proactive Agent features for content completion and optimization suggestions.
