Staff AI Research Engineer
Core
Develop and optimize AI models and training systems for robotic automation, applying deep ML expertise to autonomous vehicle and robotics applications.
Role type
Staff AI Research Engineer (Robotics/Autonomous Systems)
Builds
Large-scale AI models, training pipelines, and evaluation frameworks for robotic systems
Domain
Robotics, Autonomous Vehicles, Machine Learning
Deliverable
production ML models
Required skills
ML planning, diffusion models, autoregressive models, reinforcement learning, model debugging, performance optimization, transfer learning, fine-tuning, PyTorch, Python, NodeJS/Typescript, Docker
Preferred skills
Experience implementing ML research papers, adapting academic work, training inference pipelines from camera input to trajectory output
Technologies
PyTorch, Python, NodeJS, Typescript, Docker
Responsibilities
Design and implement state-of-the-art ML models and training pipelines; Develop efficient data and training strategies; Implement model evaluation frameworks and metrics tracking; Lead rapid experimentation and prototyping of new model architectures; Analyze model behavior and failure modes; Collaborate with engineering team to optimize training infrastructure and deployment
Seniority
Staff, hands-on IC with strategic impact
