算法Leader(感知和记忆)-豆包手机助手
Core
Designing and implementing the perception and memory core capabilities for the Doubao mobile assistant, specifically building a personalized user memory system for LLM Agents.
Role type
Senior IC algorithm leader (LLM Agent memory & perception)
Builds
Personalized user memory systems, multi-modal user profiles, and state representations for search, dialogue, and recommendation.
Domain
Consumer AI / Mobile Assistant / LLM Agents
Deliverable
production ML models
Required skills
LLM/VLM algorithms, Agent architecture, SFT, RL/Post-Train, User modeling, Multi-modal understanding, Perception algorithms
Preferred skills
Engineering experience in memory systems, Algorithm team leadership, Full-stack model deployment
Technologies
LLM frameworks, VLM frameworks, Reinforcement Learning libraries, Multi-modal data processing pipelines
Responsibilities
Planning and executing the algorithm roadmap for perception and memory, Designing and evaluating algorithms in real product scenarios, Collaborating with product and engineering teams to deliver optimized capabilities, Guiding the team in algorithm selection and implementation, Driving the full lifecycle from data processing to model training and deployment.
