AI Research Engineer
Standard Bots3 months ago
Seattle, WA, USA +2 moreMid Level / Senior
Base Salary
$225k - $300k/yr
Responsibilities
- Design and implement state-of-the-art ML models and training pipelines.
- Apply novel machine learning techniques to a wide range of robotics applications.
- Develop efficient data and training strategies.
- Implement model evaluation frameworks and metrics tracking.
- Lead model development and iteration with a focus on rapid experimentation.
- Optimize performance and debug models.
- Build robust evaluation and debugging systems to analyze model behavior.
- Collaborate with the engineering team to optimize training infrastructure and deployment.
Requirements
- 5+ years of AI modeling experience in the self-driving car industry or a PhD with 3+ years of relevant experience.
- Proven track record in developing and deploying large-scale ML models.
- Experience with diffusion and autoregressive models in a professional setting.
- Familiarity with training inference and infrastructure pipelines for robotics.
- Experience with reinforcement learning.
- Strong understanding of modern ML architectures and training techniques.
- Experience in model debugging, optimization, and performance tuning.
- Background in implementing ML research papers and adapting academic work.
Benefits
- Eligible for Employee Stock Options.
- Paid time off.
- Medical, dental, and vision insurance.
- Life insurance and disability insurance.
- 401(k) plan.