多模态大模型算法工程师-地理位置中台
Core
Building a VLM-driven next-generation road network data production capability for AI Agents to support travel and location services.
Role type
Senior IC multimodal large model algorithm engineer (road network/LBS)
Builds
Next-gen road network data production pipeline and intelligent audit systems for AI Agents
Domain
LBS (Location Based Services) + Multimodal AI
Deliverable
production ML models
Required skills
VLM, LLM, RL algorithms, post-training (fine-tuning, distillation, compression), multimodal data processing, small object detection, multi-source data fusion, RAG, Agent tool calling
Preferred skills
Academic publications, algorithm competition wins
Technologies
VLM, LLM, RAG
Responsibilities
Design and implement end-to-end multimodal production algorithms; optimize LLM/VLM for specific business scenarios; build arbitration algorithms for complex topological and semantic conflicts; explore frontier technologies in spatial semantic understanding and end-to-end road generation.
