Machine Learning Engineer, Models and Validation
AuroraPosted May 10, 2025
Mountain View, California
Electric Vehicles$116,000 - $174,000
Full Time
Job Description
The Machine Learning Engineer - Models and Validation at Aurora will develop autonomy performance metrics and actor models, support ML model development workflows, and collaborate with various teams to enhance the functionality of their models within the self-driving technology sector.
Responsibilities
- •Develop new autonomy performance metrics and actor models
- •Support ML model development workflow including data collection and processing
- •Collaborate with Behavior Planning and Safety Engineering teams to understand use cases and constraints
- •Work with Behavior Simulation team to enhance core functionality for actor models
- •Develop tooling for visualization and extraction of insights from models
- •Participate in code reviews and contribute ideas in a collaborative environment
Requirements
- •Motivated and can work independently in a fast paced environment, navigating problem ambiguity and churn.
- •ML model building experience including data preparation, training, and evaluation.
- •Robotics-related domain knowledge.
- •Motion Planning experience strongly preferred, but simulation experience in other domains such as perception, manipulation, controls, etc. will also be considered.
- •Knowledge of Pytorch and Jupyter.
- •MS or PhD with 2 years of industry experience in a related field.
Benefits
- •Compensation/salary range: 116,000-174,000 per year
- •Annual bonus
- •Equity compensation
- •Benefits
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