Related skills
python pytorch machine learning real-time onnx📋 Description
- Integrate and optimize ML algorithms for real-time vehicle behavior prediction and responses.
- Measure statistical properties of predictions and plans.
- Build systems that safely handle nominal and out-of-distribution driving events.
- Evaluate system performance on real-world and simulated data.
- Improve and deliver reliable software via CI, automated testing and code reviews.
- Collaborate across teams to enhance system performance within resource limits.
🎯 Requirements
- BS in CS, EE, robotics or related field with 4+ years, or MS with 2+ years, or PhD.
- Proficiency in C++ and Python.
- Familiarity with PyTorch and ONNX and deployment/optimization.
- Knowledge of probabilistic inference and statistics.
- ML in classification, regression, time-series forecasting.
- Production-quality code experience and cross-team collaboration.
🎁 Benefits
- Competitive compensation packages
- Medical, dental, and vision insurance
- Health savings account with employer match
- Employer-matched 401(k) with immediate vesting
- Paid parental leave
- Paid medical leave
🛃 Visa sponsorship
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