Senior Manager, Data Platform & Autonomy Infrastructure
South San Francisco, California, USA
USD 250K-300K Senior-level Full Time
Tasks
- Build infrastructure for reproducible ML training and evaluation
- Build tooling to identify rare novel safety relevant scenarios
- Define data autonomy infrastructure strategy and roadmap
- Define sampling strategies for autonomy evaluation simulation and ML training
- Enable dataset generation experiment tracking and offline evaluation pipelines
- Ensure reliable scalable data platform operations
- Establish data platform architectural standards
- Establish observability and operational practices for ML data flows
- Lead onboarding ingestion processing storage and access systems
- Own onboard and offboard data logging and sampling
- Support root cause analysis across autonomy hardware and operations
Perks/Benefits
- Dental insurance
- Equity compensation
- Medical insurance
- Paid time off
- Performance bonuses
- Vision insurance
Skills/Tech-stack
Autonomy | Data Architecture | Data Ingestion | Data Modeling | Data Processing | Data Sampling | Data Storage | Data platform | Experiment tracking | Logging | Machine Learning | Observability | Offline evaluation | Pipeline Orchestration | Python | Reliability Engineering | Robotics | SQL
Education
N/A
Regions
Countries
States
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