路线/路况算法工程师-地理位置专项（北京/深圳）
Core
Design and optimize algorithms for route planning, ETA estimation, traffic condition prediction, and traffic event detection to enhance user travel experience.
Role type
Senior IC machine-learning engineer (spatiotemporal prediction & routing)
Builds
Route planning systems, ETA estimation models, traffic prediction engines, and traffic event detection tools for map-based navigation apps.
Domain
Transportation / LBS / Geospatial
Deliverable
production ML models
Required skills
Machine learning, Deep learning, Spatiotemporal data mining, Graph algorithms, Data analysis, Modeling, Algorithm optimization, Multi-source data integration, Business goal decomposition
Preferred skills
Large language models, Multimodal AI, Agent technology, Road network topology knowledge, OSM data standards, GIS domain knowledge
Technologies
Large models, Multimodal frameworks, Graph processing libraries, Trajectory data processing tools
Responsibilities
Design and optimize algorithms for route planning, ETA, traffic prediction, and event detection; Build algorithm evaluation systems; Collaborate with engineering and product teams to deploy solutions; Explore AI and spatiotemporal prediction frontiers.
Seniority
Senior, hands-on IC
