Bedrock Robotics

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.

This listing is sourced directly from Bedrock Robotics's careers page and normalized into a canonical job model.