数据交付项目经理_XC
Core
End-to-end management of the autonomous driving data delivery lifecycle, from requirement breakdown and collection to cloud upload, cleaning, annotation, quality control, and final delivery acceptance.
Role type
Senior Data Delivery Project Manager (Autonomous Driving)
Builds
High-quality annotated datasets for perception algorithms (training/evaluation)
Domain
Autonomous Driving / Computer Vision
Deliverable
production ML models
Required skills
Autonomous driving data operations, team management (internal + outsourced), vendor management, data annotation standards, quality assurance, cross-functional collaboration, English communication
Preferred skills
Experience with sensor data (camera/LiDAR/radar), data lineage management, automated QA tools
Technologies
Camera, LiDAR, millimeter-wave radar, localization data, 2D/3D bounding boxes, lane lines, trajectories
Responsibilities
Manage the full data delivery pipeline including collection, cloud upload, cleaning, and annotation; Convert algorithm team requirements into executable data production plans; Establish and maintain quality control systems and error classification; Monitor operational metrics (capacity, quality, cost, SLA); Develop standardized SOPs and tool requirements; Manage outsourced teams and suppliers including task allocation, SLA tracking, and cost control; Collaborate with perception, platform, and data collection teams to close the data loop.
Seniority
Senior, hands-on IC with team leadership
