Impress employers and recruiters.
Choose from hundreds of resume examples.
Impress employers and recruiters.
Choose from hundreds of resume examples.
Tailor your resume to this 2027 Internship Evaluation Engineer, Metric Prototyping role.
Rezi rewrites your resume against Bedrock Robotics Inc's job description. Free.
Tailor your resume to this 2027 Internship Evaluation Engineer, Metric Prototyping role.
Rezi rewrites your resume against Bedrock Robotics Inc's job description. Free.
Don't guess if your resume is good enough.
See how it scores against the 2027 Internship Evaluation Engineer, Metric Prototyping posting at Bedrock Robotics Inc — free, in seconds.
Don't guess if your resume is good enough.
See how it scores against the 2027 Internship Evaluation Engineer, Metric Prototyping posting at Bedrock Robotics Inc — free, in seconds.
About the Role
The Evaluation team defines what "good" looks like by building the metrics, benchmarks, and evaluation pipelines that indicate whether our autonomy stack is improving. As an Evaluation intern, you will prototype new metrics for future machine tasks, ensuring a clear scoreboard is available when the autonomy team is ready to train.
Responsibilities
- Partner closely with data understanding and ML engineers to rapidly iterate on new metric formulations and task benchmarks.
- Mine fleet datasets for key reference examples and edge cases, then test proposed metrics against live runs and historical logs.
- Observe machine performance firsthand at test sites to build intuitive, real-world grounding for how metrics perform.
- Take physical, ground-truth measurements in the field to validate quantitative metric concepts against actual jobsite results.
- Build evaluation tooling to triage performance regressions and design agentic feedback loops that accelerate evaluation analysis.
- Validate metric outputs against domain expert and operator judgment to ensure scoring aligns with real construction standards.
- Document metric definitions, assumptions, and failure modes clearly for team maintenance and extension post-internship.
Requirements
- Currently pursuing a BS, MS, or PhD in computer science, robotics, statistics, operations research, or a related quantitative field, or equivalent hands-on experience.
- Strong Python skills and comfort building data pipelines and analysis tooling.
- Ability to translate a fuzzy notion of "good" into a concrete, measurable definition and articulate its validity.
- Solid statistical intuition, including understanding variance, significance, and data interpretation.
- Clear written and verbal communication skills for ensuring metric definitions are understood and trusted.
Skills
- Python
- Data pipelines
- Analysis tooling
- Statistical intuition
- Written communication
- Verbal communication
- Evaluation frameworks
- Benchmarking
- Measurement methodology
- Geospatial data
- Point clouds
- Survey-grade measurement
- Autonomous vehicle evaluation
- Robotics evaluation
Location
- Remote
- Onsite
Work Type
- Internship
- Full-time
Experience Level
- Intern
- Entry Level
Education Level
- BS
- MS
- PhD
About the Company
- Bedrock is moving AI out of the lab and into the real world, deploying autonomous systems on heavy construction equipment.
- The team includes veterans from Waymo, Segment, and Uber Freight.
- The company has raised $350M and achieved the first fully autonomous excavator deployments in construction.
- Bedrock solves physical-world problems that simulations cannot address.
Equal Opportunity
- Bedrock Robotics is an Equal Opportunity Employer.
- We are committed to building a diverse and inclusive workplace.
- We consider all qualified applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, ancestry, age, disability, veteran status, genetic information, or any other protected characteristic.
- We provide reasonable accommodations to ensure the hiring process is accessible to everyone.