Bedrock Robotics
Machine Learning Engineer: Evaluation
San Francisco, CA · Staff+
Sponsorship not specifiedDetected 172 days ago
PythonAlgorithmsMachine LearningRoboticsResearch
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 pipelines for measuring system performance - across open loop and closed loop simulation, hardware in the loop systems, and field data from Bedrock Operator equipped machinery.
- Implement infrastructure and classifiers - to self-annotate data and allow creation of datasets for a variety of training and evaluation use cases. Leverage models to source rich annotations for massive datasets to accelerate model iteration.
- Model metrics and interpret results - from various sources ranging from raw sensor data to key leading indicators. Determine whether new construction sites pose hidden challenges and drive business decisions about deployment readiness.
Requirements
- Engineers who are currently Senior or Staff level with 5+ years of professional software engineering, data science, or research experience
- 2+ years of professional experience analyzing modern ML or robotics system performance on real-world problems
- Proficiency in Python and a data warehouse query language and comfort with development on infrastructure within parallelized cloud-based frameworks
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.
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This listing is sourced directly from Bedrock Robotics's careers page and normalized into a canonical job model.