Bedrock Robotics
Machine Learning Engineer: Imitation and Reinforcement Learning for Robotics
San Francisco, CA
Sponsorship not specifiedDetected 172 days ago
AlgorithmsMachine LearningDeep LearningTensorFlowPyTorchRobotics
About the role
- Today, we're deploying autonomous systems on heavy construction machinery across the country, accelerating project schedules of billion-dollar infrastructure projects and improving safety on job sites.
- This is where algorithms meet steel-toed boots.
- If you're ready to apply cutting-edge technology to solve meaningful problems alongside a talented team-we'd love to have you join us.
Responsibilities
- Build and maintain data ingestion, labeling, and management pipelines to ensure high-quality training datasets
- Build metrics to evaluate model performance in open loop, simulation, and in the real world
- Collaborate with simulation, systems, and infrastructure teams to integrate ML models into real-world autonomous systems
Requirements
- Familiarity with recent literature and methods in learned behavior policies
Nice to have
- Published work in conferences such as ICRA, IROS, CoRL, CVPR, ECCV, ICCV, ICML, NeurIPS, …
- We'd love to consider you.
Benefits
- Experience with diffusion policies, Vision-Language-Action (VLA) models, or related technologies
- Our roles are often flexible.
- Design, train, validate, and launch models for behavior cloning and reinforcement learning
- 3+ years of practical experience applying Machine Learning with Deep Learning frameworks, such as PyTorch/Tensorflow/JAX to solve real-world problems
- 3+ years of professional experience building, deploying, and maintaining Machine Learning models in production environments
- Practical experience in behavior cloning and/or reinforcement learning
- Bonus: Published work in conferences such as ICRA, IROS, CoRL, CVPR, ECCV, ICCV, ICML, NeurIPS, …
Company info
- At Bedrock, we're moving AI out of the lab and into the real world.
- Our team is composed of industry veterans who helped launch Waymo, scaled Segment to a $3.2B acquisition, and grew Uber Freight to $5B in revenue.
- Backed by $350M in funding, we're working quickly to close the gap between America's surging demand for housing, data centers, manufacturing hubs, and the construction industry's growing labor shortage.
- You'll collaborate with construction veterans and world-class engineers to solve physical-world problems that simulations can't touch.
- What We're Looking For:
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