Job Description
The role involves leading the design and development of scalable data pipelines and tools for autonomous vehicle AI systems, focusing on transforming large-scale autonomy data into high-quality training signals to improve machine learning models in a self-driving technology company.
Key Responsibilities
- Design and build scalable data ingestion and processing pipelines for autonomy data
- Improve data quality, detect anomalies, and manage out-of-distribution examples for robust model training
- Collaborate with autonomy and data infrastructure teams to develop ML data pipelines and products
- Develop tools for data introspection, visualization, and understanding data distribution shifts
- Work with data operations to define quality standards, automate quality control, and streamline annotation feedback
- Lead the development of active learning data mining systems to identify informative data samples for labeling
Requirements
- 7 years of experience with a proven track record of technical leadership architecting and delivering complex, multi-system ML data engineering data systems.
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Electrical Engineering, Robotics, or equivalent practical experience.
- Understanding of end-to-end ML data pipelines and their interaction with model training and evaluation.
- Strong proficiency in C and Python programming languages.
- Experience managing petabyte-level data.
- Experience taking data concepts such as uncertainty sampling and turning them into stable, 24/7 production services.
Benefits & Perks
Compensation/salary range between $193,930 and $352,290 depending on experience and qualifications
Annual performance bonus
Equity
Competitive benefits package
Ready to Apply?
Join Nuro and make an impact in renewable energy
Stay Updated on Sustainability Jobs
Get the latest renewable energy jobs and career tips delivered to your inbox.
Job Alerts
Get notified about new sustainability jobs
More at Nuro
More jobs at Nuro
Senior Project Manager, Machine Learning Operations
Nuro
Mountain View
Full Time
3d
$120k-180k
Shift Supervisor, On-Road Operations PM Shift
Nuro
Depot 2
Full Time
4d
$68k-92k
Sr. Manager, Fleet Operations
Nuro
Santa Clara
Full Time
5d
$146k-219k
More jobs in Mountain View, California
Staff Technical Program Manager, Embedded Software
Aurora
Mountain View
Full Time
3d
$181k-290k
Program Manager, People Team
Aurora
Mountain View
Full Time
3d
$100k-162k
Staff Software Engineer, Calibration
Aurora
NEW
Mountain View
Full Time
1h
$189k-303k