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data analysis robotics python machine learning autonomy📋 Description
- Define, prototype, and validate metrics for autonomy subsystems.
- Assess training/test coverage; curate tests for deployment domain.
- Evaluate ML model performance against these metrics and tests.
- Analyze large-scale data to assess system-level performance.
- Define performance requirements for autonomy subsystems.
- Coordinate subsystem evaluation with other system tests for safety.
🎯 Requirements
- 5+ years in safety-critical systems or robotics.
- MS in systems/robotics/ML or CS, or BS with related experience.
- Strong Python developer; able to analyze large-scale data for ML.
- C++ knowledge for safety-critical systems.
- Experience designing metrics to capture system behavior.
- Experience with verification/validation and regression testing.
🎁 Benefits
- EOE; inclusive, drug-free workplace.
- Motional’s benefits include medical, dental, vision, and 401k with match.
- Motional’s benefits program includes health savings accounts, life and pet insurance, and more.
- Motional is a drug-free workplace.
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