Senior Manager, Data Platform & Autonomy Infrastructure
South San Francisco, California, USA
USD 225K-275K Senior-level Full Time
Tasks
- Build reproducible training and evaluation infrastructure
- Build tooling to identify rare and safety relevant scenarios
- Create scalable dataset generation pipelines
- Define data and ML infrastructure strategy
- Define data retention and prioritization policies
- Define sampling strategies for autonomy evaluation and ML training
- Design feedback loop between real world data and development
- Ensure reliable data platform operations at high scale
- Establish architectural standards for data pipelines
- Establish observability and operational practices for ML data flows
- Implement experiment tracking and offline evaluation
- Lead root cause analysis for autonomy and operations data
- Set direction for onboard and offboard data logging systems
Perks/Benefits
Skills/Tech-stack
Autonomy | Cause analysis | Cost Optimization | Data Engineering | Data Ingestion | Data Pipelines | Data Processing | Data Storage | Experiment tracking | Machine Learning | Observability | Offline evaluation | Performance optimization | Reliability Engineering | Robotics | Root Cause Analysis | Root cause | Sampling
Education
N/A
Regions
Countries
States
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