智能驾驶数据运营专家_XC
Core
Manage the full lifecycle of autonomous driving AI model training data, including scenario mining, annotation production, quality control, and supplier management to support algorithm iteration.
Role type
Senior IC autonomous driving data operations specialist
Builds
Production-ready training datasets for perception, localization, prediction, and planning/control systems
Domain
Autonomous driving / AI data operations
Deliverable
production ML models
Required skills
Scenario mining and filtering, annotation production management, quality assurance体系建设, project planning and scheduling, cost management, supplier team management, pre-annotation model optimization, SOP development
Preferred skills
Corner case mining, automated annotation tool integration, data platform iteration
Technologies
Excel, Feishu (Lark) multi-dimensional tables
Responsibilities
Manage annotation production lines from task breakdown to delivery; establish and maintain quality inspection systems; manage external supplier teams including performance evaluation and capacity scheduling; optimize production workflows to reduce costs and improve efficiency; collaborate with algorithm and platform teams to drive pre-annotation model improvements.
Seniority
Senior, hands-on IC
