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About the Role

We are seeking a Staff AI Research Engineer to develop and optimize AI models and training systems for cutting-edge AI/robotics applications. This role involves designing, implementing, and iterating on large-scale AI models and building efficient systems for rapid experimentation and deployment. The ideal candidate is excited to work in a startup environment and contribute across the stack to solve customer problems.

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, focusing on rapid experimentation, prototyping, performance optimization, model debugging, transfer learning, and fine-tuning.
Build robust evaluation and debugging systems to analyze model behavior, implement interpretability tools, and improve model metrics.
Collaborate with the engineering team to optimize training infrastructure and deployment.

Requirements

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.
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 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.

Skills

PyTorch
Python
NodeJS/Typescript
Docker
ML planning
Diffusion models
Autoregressive models
Reinforcement learning
Model debugging
Model optimization
Performance tuning
Transfer learning
Fine-tuning

Experience Level

Staff level
Commensurate with seniority and skill level

Education Level

Salary/Compensations

$250,000 to $300,000

Benefits

Employee Stock Options
Paid time off
Medical/dental/vision insurance
Life insurance
Disability insurance
401(k)

About the Company

Standard Bots is revolutionizing real-world automation by making robotic systems accessible to everyone.
Our AI-powered platform enables robots to tackle unprecedented challenges through an intuitive instruction interface, bringing the power of software automation to physical spaces.