泊车数据产线专家(软件架构方向)_XC
Core
Design and evolve the overall software architecture for the parking data production line, covering data ingestion, parsing, synchronization, scenario filtering, algorithm processing, annotation quality control, dataset management, and delivery.
Role type
Senior IC software architect (autonomous driving data pipeline)
Builds
Data pipelines, annotation platforms, and algorithm processing systems for autonomous parking
Domain
Autonomous driving / Robotics / Data Engineering
Deliverable
production ML models
Required skills
Distributed system architecture, Task scheduling, Message queues, Object storage, Database design, Containerization, CI/CD pipelines, Python, C++, Java, Go, Performance optimization, Capacity planning
Preferred skills
Kubernetes, Workflow scheduling engines, Distributed computing frameworks, Multi-sensor data synchronization, Coordinate system transformation
Responsibilities
Design and evolve software architecture for data ingestion, parsing, synchronization, and algorithm processing; Establish versioning mechanisms for data, annotations, and algorithms to ensure reproducibility; Build observability, alerting, and cost analysis mechanisms; Collaborate with algorithm and infrastructure teams to define engineering interfaces and lead core module development.
Seniority
Senior, hands-on IC