Role OverviewWe're seeking a Staff AI Research Engineer to develop and optimize our AI models and training systems. This is an exciting opportunity to apply your deep ML expertise to cutting-edge AI/robotics applications.
What You Will Do
Design and implement state of the art ML models and training pipelines, apply novel machine learning techniques to wide range of robotics applications, develop efficient data and training strategies, and implement model evaluation frameworks and metrics tracking.
Why It Might Be a Fit
You might thrive in this role if you have 7+ years of AI modeling experience, specifically within the self-driving car industry, or a PhD with 3+ years of AI modeling experience in the self-driving car industry.
Requirements
- 7+ years of AI modeling experience, specifically within the self-driving car industry (or PhD with 3+ years of AI modeling experience in the self-driving car industry)
- Proven track record developing and deploying large-scale ML models
- Experience using the latest techniques in diffusion and autoregressive models in a professional setting
- Familiarity with training inference and infra pipelines that go from camera input to trajectory output for self driving or robotics
- Experience with RL (reinforcement learning)
- Strong understanding of modern ML architectures and training techniques
- Experience with model debugging, optimization, and performance tuning
- Background in implementing ML research papers and adapting academic work
Benefits
- Paid time off
- Medical/dental/vision insurance
- Life insurance
- Disability insurance
- 401(k)
- Employee Stock Options
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