Bedrock Robotics · 1 day ago
Machine Learning Evaluation Engineer
San Francisco, CA
Full-time
Onsite
Senior Level, Lead/Staff
5+ years expBedrock Robotics is focused on bringing advanced autonomy to the construction industry by deploying autonomous systems on heavy construction machinery. The Machine Learning Evaluation Engineer will be responsible for evaluating complex ML systems in real-world settings, designing evaluation systems, and developing metrics to enhance decision-making processes.
Artificial Intelligence (AI)Information TechnologyRobotics
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. Excite other teams to gain insights earlier in the development cycle through streamlined workflows
Connect product goals and system behavior - by bridging real-world specification to measurable indicators from logged data. Empower confident decision making from parameter tuning to program planning by slicing through the noise and delivering objective insights
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
Qualification
Required
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
Strong statistical analysis skills (e.g. classification, model fit bias determination, hypothesis testing, and uncertainty quantification)
Experience working with large datasets
Preferred
We're especially interested in engineers who have applied statistical backgrounds to ML research or real-world robotics applications
Company
Bedrock Robotics
Bedrock Robotics enables the construction sector to grow at the rate that modern civilization requires.
51-200 employees
H1B Sponsorship
Bedrock Robotics has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (1)
Funding
Current Stage
Growth StageTotal Funding
$80MKey Investors
8VCEclipse Ventures
2025-07-16Series A· $80M
2025-07-16Seed
Leadership Team
Boris Sofman
Co-Founder & CEO
Ajay Gummalla
Co-Founder and Vice President
Recent News
Crunchbase News
2025-11-01
2025-10-16
Company data provided by crunchbase