Machine Learning Engineer: Perception Analytics at Bedrock Robotics Inc | San Francisco, USA | Rezi

Machine Learning Engineer: Perception Analytics at Bedrock Robotics Inc

Machine Learning Engineer: Perception Analytics

Bedrock Robotics Inc · San Francisco, USA

1 weeks ago

Machine Learning Engineer: Perception Analytics

Bedrock Robotics Inc · San Francisco, USA

8 days ago
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About the Role

Join Bedrock in applying cutting-edge AI technology to solve meaningful physical-world problems in the construction industry. You will collaborate with construction veterans and world-class engineers to develop fundamental perception features for customer-facing analytics platforms, measuring dig productivity, site safety, and object re-identification across large construction sites.

Responsibilities

  • Develop perception algorithms for re-identification of vehicles on massive construction sites.
  • Extend, modify, and adapt existing perception signals for analytics needs.
  • Collaborate with customers to define and scope the possibilities of advanced on-site perception systems.
  • Deploy models and analytics directly to fleets of machines.

Requirements

  • MSc or advanced degree in Computer Science, Robotics, or a related field.
  • 4+ years of professional experience shipping perception systems to production, ideally on robotic or other embedded platforms.
  • Strong hands-on experience in a modeling framework (e.g., PyTorch).
  • Proficient in Python and comfortable reading and writing at least one systems language (e.g., C++, Rust).
  • Hands-on experience incorporating raw sensor data (camera, lidar, IMU) into learned pipelines.
  • Solid grounding in 3D geometry, sensor calibration (intrinsics/extrinsics), coordinate transforms, and camera/image re-projection algorithms.
  • Strong data analysis skills across statistical characterization of sensor data, corner-case and anomaly discovery, and evaluation design.

Skills

  • PyTorch
  • Python
  • C++
  • Rust
  • 3D geometry
  • Sensor calibration
  • Coordinate transforms
  • Camera/image re-projection algorithms
  • Data analysis
  • Object re-ID

Location

  • Bay Area
  • San Francisco, CA
  • New York, NY

Work Type

  • Onsite
  • Hybrid

Experience Level

  • 4+ years of professional experience

Education Level

  • MSc or advanced degree in Computer Science, Robotics, or a related field

About the Company

  • Bedrock is moving AI out of the lab and into the real world, deploying autonomous systems on heavy construction machinery.
  • The team includes veterans from Waymo, Segment, and Uber Freight.
  • Backed by $350M in funding, Bedrock is addressing the construction industry's labor shortage by accelerating infrastructure projects.
  • The company is focused on applying cutting-edge technology to solve meaningful problems.