Job Description
A Perception ML Data Engineer at Nuro focuses on developing systems that enhance autonomous vehicle perception by curating diverse datasets, improving synthetic data quality, and integrating machine learning solutions to address real-world driving challenges.
Key Responsibilities
- Design and develop systems to curate geographically diverse datasets using VLMs
- Develop high-fidelity synthetic data frameworks across sensor modalities
- Optimize ML-powered validation processes for data quality and model readiness
- Create solutions for data discovery, auto-labeling, and synthetic data generation
- Architect hybrid systems combining deep learning and classical algorithms for data curation and annotation
- Design frameworks to assess and improve synthetic data fidelity
- Build tools to identify data gaps affecting perception model performance
- Collaborate with engineers to convert raw sensor data into targeted training datasets
Requirements
- BS in Computer Science, Robotics, Statistics, Physics, Math or another quantitative area
- 4 years of industry software engineering experience with Python fluency and C/C++ familiarity
- Proven ability to lead cross-functional technical projects from design to completion
- Practical experience in implementing ML solutions and integrating them into real-world systems
Benefits & Perks
Compensation/salary range: $193,930.00 to $291,150.00 per year
Annual performance bonus
Equity
Competitive benefits package
Ready to Apply?
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