Bedrock Robotics · 3 weeks ago
Machine Learning Engineer – Robotics
San Francisco, CA
Full-time
Onsite
Mid, Senior LevelBedrock Robotics is a company focused on deploying advanced autonomy in the built world, particularly in construction. They are seeking a highly motivated Machine Learning Engineer to develop and optimize real-time ML models for robotic systems, ensuring effective deployment and performance evaluation in real-world applications.
Artificial Intelligence (AI)Information TechnologyRobotics
Responsibilities
Develop and optimize real-time ML models for edge deployment on robotic systems
Work with vendors to label data and build robust data extraction and labeling pipelines
Design custom metrics to evaluate model performance in the field
Reduce model latency using tools like ONNX, TensorRT, or similar
Qualification
Required
Experience deploying machine learning algorithms to physical systems in the real world
Hands-on experience in perception (e.g., object detection, semantic segmentation, depth estimation) and/or behavior learning methods (e.g., Vision-Language-Action (VLA) models, diffusion policies)
Experience shipping ML models to robots in production environments
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)
Experience deploying ML models to robotic systems or other physical platforms
Experience incorporating raw sensor data like camera, lidar, radar, IMUs, etc into deep learning algorithms
Develop and optimize real-time ML models for edge deployment on robotic systems
Work with vendors to label data and build robust data extraction and labeling pipelines
Design custom metrics to evaluate model performance in the field
Reduce model latency using tools like ONNX, TensorRT, or similar
Preferred
Practical application of incorporating 3D geometry into deep learning models
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