Bedrock Robotics · 3 weeks ago
Machine Learning Engineer: Imitation and Reinforcement Learning for Robotics
San Francisco, CA
Full-time
Onsite
Mid LevelBedrock Robotics is a company focused on bringing advanced autonomy to the built world through autonomous technology. They are seeking a Machine Learning Engineer to develop and scale learning architectures and build data systems for reliable and reproducible models in production.
Artificial Intelligence (AI)Information TechnologyRobotics
Responsibilities
Design, train, validate, and launch models for behavior cloning and reinforcement learning
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
Deploy and debug these models in real-world environments, addressing practical issues such as latency, hardware constraints, and system integration
Qualification
Required
Practical experience applying machine learning with deep learning frameworks, such as PyTorch, to solve real-world problems
Proficiency in Python and comfort with at least one systems language (e.g., C++, Rust)
Familiarity with recent literature and methods in learned behavior policies
Practical experience in behavior cloning and/or reinforcement learning
Preferred
Experience with diffusion policies, Vision-Language-Action (VLA) models, or related technologies
Published work in conferences such as ICRA, IROS, CoRL, CVPR, ECCV, ICCV, ICML, NeurIPS
Company
Bedrock Robotics
Bedrock Robotics enables the construction sector to grow at the rate that modern civilization requires.
Founded in 2024
51-200 employees
H1B Sponsorship
Bedrock Robotics has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (1)
Funding
Current Stage
Growth StageTotal Funding
$80MKey Investors
8VCEclipse Ventures
2025-07-16Series A· $80M
2025-07-16Seed
Leadership Team
Boris Sofman
Co-Founder & CEO
Ajay Gummalla
Co-Founder and Vice President
Recent News
Crunchbase News
2025-11-01
2025-10-16
Company data provided by crunchbase