Senior Manager, Data Platform & Autonomy Infrastructure
South San Francisco, California, USA
USD 225K-275K Senior-level Full Time
Tasks
- Build reproducible ML training and evaluation infrastructure
- Define data platform roadmap
- Define data retention and prioritization strategy
- Define sampling strategies for autonomy evaluation and ML training
- Design scalable data systems
- Develop tooling for rare novel and safety relevant scenario detection
- Enable dataset generation pipelines experiment tracking and offline evaluation
- Ensure reliable data ingestion processing and storage
- Establish data architecture standards
- Implement reliability observability and operational practices
- Lead onboard and offboard data logging systems
- Support root cause analysis for autonomy hardware and operations
Perks/Benefits
- Dental insurance
- Equity compensation
- Medical insurance
- Paid time off
- Performance bonus
- Vision insurance
Skills/Tech-stack
Autonomy | Cause analysis | Data Ingestion | Data Modeling | Data Pipelines | Data Processing | Data Sampling | Data Storage | Data platform | Data platform architecture | Experiment tracking | Logging | Logistics | ML evaluation | ML training | Machine Learning | Observability | Platform Architecture | Reliability Engineering | Robotics | Root Cause Analysis | Root cause
Education
N/A
Regions
Countries
States
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