Senior/Staff Software Engineer, ML Data Infrastructure
Core
Building scalable and reliable data infrastructure for Level 4 autonomous driving systems, processing on-road and simulation logs to produce training and evaluation data.
Role type
Senior/Staff Software Engineer, ML Data Infrastructure
Builds
Unified batch and streaming data pipelines, storage systems for evaluation metrics, dashboards for system validation, and data mining/annotation tools.
Domain
Autonomous driving / Physical AI / Large-scale data engineering
Deliverable
production ML models | infrastructure
Required skills
Python, large-scale data systems, scalable data pipelines, complex system design, engineering leadership, technical standards, data integrity monitoring
Preferred skills
C++, GCP/GCS/BigQuery/PostgreSQL, batch/streaming processing, distributed data systems, system design, workflow orchestration
Responsibilities
Design and develop large-scale batch and streaming data pipelines; Create storage systems for evaluation metrics; Construct dashboards and reports for evaluation results; Develop continuous testing and monitoring systems; Develop data mining tools with applied ML techniques; Develop data annotation tools and scale labels with ML techniques
Seniority
Senior/Staff, hands-on IC with leadership and mentorship
