Senior Manager, Data Platform & Autonomy Infrastructure
South San Francisco, California, USA
USD 225K-275K Senior-level Full Time
Tasks
- Build infrastructure for reproducible training and evaluation
- Define data autonomy ML infrastructure roadmap
- Define sampling strategies for autonomy evaluation simulation and ML training
- Design systems to scale beyond 1 million flights per day
- Develop tooling to identify rare novel and safety relevant scenarios
- Enable scalable dataset generation pipelines experiment tracking and offline evaluation
- Ensure reliable high uptime data platform operations
- Establish architecture standards for data logging ingestion processing storage access and visualization
- Implement reliability observability and operational practices for ML data flows
- Lead root cause analysis across autonomy hardware and operations
- Own onboard and offboard data logging and sampling
Perks/Benefits
Skills/Tech-stack
APIs | Autonomous Systems | Cloud infrastructure | Data Engineering | Data Ingestion | Data Modeling | Data Processing | Data Storage | Data pipeline | Experiment tracking | Machine Learning | Observability | Performance optimization | Reliability Engineering | Robotics
Education
N/A
Regions
Countries
States
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