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data analysis robotics python machine learning autonomyπ Description
- Define, prototype, and validate metrics for autonomy subsystems.
- Assess training and testing coverage; curate test sets for deployment domains.
- Evaluate ML model performance against metrics and tests.
- Analyze large-scale data to assess system behavior.
- Define performance requirements for autonomy subsystems and analyses.
- Coordinate subsystem-level evaluation with cross-team testing for safety claims.
π― Requirements
- 5+ years in safety-critical systems or robotics.
- Master's degree in systems/robotics/ML or BS + significant experience.
- Skilled Python developer with experience analyzing large-scale data for ML.
- Experience designing metrics that capture key system behavior.
- Strong cross-functional collaboration and self-starting.
- Bonus: C++, V&V techniques, ISO 26262/21448 knowledge.
π Benefits
- Medical, dental, and vision coverage.
- 401(k) with company match.
- Health savings accounts.
- Life and pet insurance.
- Paid leave and more benefits.
- Benefits vary by location; comprehensive packages.
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