bedrock ยท 5 months ago
Perception Software or Machine Learning Engineer
San Francisco, New York
Full-time
Onsite
Mid LevelBedrock Robotics is a company focused on bringing advanced autonomy to the built world, and they are seeking engineers with expertise in shipping production 3D perception systems. The role involves architecting systems, training models, and ensuring safety as they scale their perception systems.
ConstructionReal EstateSoftware
Responsibilities
Ship production 3D perception systems at scale
Architect systems
Train models from scratch
Understand the full stack (clustering, detection, classification, and tracking)
Manage or build data pipelines
Evaluate for corner cases
Understand statistical properties of perception systems
Qualification
Required
Expertise in shipping production 3D perception systems at scale
Experience in architecting systems and training models from scratch
Understanding of the full stack (clustering, detection, classification, and tracking)
Knowledge of computer vision and/or LIDAR-based approaches
Ability to understand data and intuition about why models fail
Experience in evaluating for corner cases
Ability to manage or build data pipelines
Experience using autolabels
Strong understanding of statistical properties of perception systems
Passion for rigor and safety
Hands-on experience shipping perception systems into the real world
Ability to articulate a clear vision of a modern perception system
Ability to train and evaluate perception systems efficiently and quickly
Company
bedrock
Design, build, and share home improvement projects with our AI general contractor, Rocky, at your fingertips
Founded in 2022
2-10 employees
Funding
Current Stage
Early StageLeadership Team
Aravind Ganesan
Founder, CEO
Company data provided by crunchbase