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Machine Learning Engineer - Imitation & Reinforcement Learning for Robotics

Bedrock RoboticsSan Francisco, CA
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

Key Responsibilities:Design, train, validate, and deploy models focused on behavior cloning and reinforcement learning. Develop and manage robust data ingestion, labeling, and management pipelines to create high-quality training datasets. Create metrics to assess model performance in both simulated and real-world scenarios. Collaborate with simulation, systems, and infrastructure teams to effectively integrate machine learning models into autonomous systems. Deploy and troubleshoot models in real-world settings, addressing challenges related to latency, hardware limitations, and system integration. Required Qualifications:A minimum of 3 years of hands-on experience applying machine learning techniques using deep learning frameworks like PyTorch, TensorFlow, or JAX to solve real-world issues. At least 3 years of experience in building, deploying, and maintaining machine learning models in production settings. Strong understanding of data-driven behavior policies and robust data infrastructure.

About the job

Be Part of the Future of Autonomous Robotics

At Bedrock Robotics, we are pioneering the transition of AI from theoretical frameworks to practical applications in the built environment. Our team is comprised of seasoned professionals who have been instrumental in the success of innovative companies such as Waymo, Segment, and Uber Freight. We are at the forefront of deploying autonomous technologies in heavy construction machinery, significantly enhancing the efficiency and safety of multi-billion dollar infrastructure projects across the nation.

With backing from $350 million in funding, our mission is to address the urgent need for housing, data centers, and manufacturing facilities, while simultaneously responding to the construction industry's labor shortages.

This position is where cutting-edge algorithms meet the practical world of construction. You will work alongside industry experts and top-tier engineers to tackle complex real-world challenges that cannot be simulated. If you are eager to leverage advanced technology for impactful problem-solving within a skilled team, we encourage you to apply.

About Bedrock Robotics

Bedrock Robotics is committed to revolutionizing the construction industry through the integration of advanced AI technologies. Our expert team is dedicated to improving efficiency and safety on job sites, ensuring that our solutions meet the growing demands of modern infrastructure projects.

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