Senior Software Engineer, ML Loop
$168k - $270k • US, CA, Santa Clara
Posted 11d ago
Job Location
US, CA, Santa Clara
Tech Stack
Remote Work Policy
On-site
Categories
Machine Learning Engineer
About the job
Step into a role where you can make a significant impact on the future of autonomous vehicles. As a Senior Software Engineer, ML Loop - Automotive at NVIDIA, you will be at the forefront of our data flywheel operation. This is your opportunity to work with hardworking individuals and pioneer innovative technologies to contribute to world-class solutions. Embrace this outstanding opportunity to be part of NVIDIA's ambitious journey and help craft the future of autonomous driving through outstanding data engineering.
Responsibilities
- Design and lead cloud and in-car data mining strategy and operations, supporting corner case identification, data delivery, and case resolution for perception and E2E models.
- Leverage AI and build software technology to accelerate in-car mining speed and quality, collaborating with the platform team to ensure sufficient capability for data collection.
- Design and implement operational processes using data analysis, big data, and software techniques to ensure high-quality data collection for model training.
Requirements
- Deep understanding of AV data format and content, including sensors and log information.
- Proficiency in using visualization and mining tools related to AV data.
- Understanding of data closed-loop methodology for improving model performance.
- Hands-on experience with large-scale data operations to practice data closed-loop methodology.
- Proficiency with modern data technology stacks.
- Solid foundations in statistics and machine learning fields.
- Excellent communication skills and a collaborative, team-focused approach.
- Bachelor’s degree in Computer Science or related field, or equivalent experience, with 8+ years in relevant industry or research roles.
Benefits
- Equity
- Benefits