Senior Software Engineer, ML Loop

NVIDIA•Us, CA

About The Position

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.

Requirements

Deep understanding of AV data format and data content, including sensors and log information.
Proficient in using visualization and mining tools related to these data.
Understand data closed-loop methodology for improving model performance and hands-on experience with large scale data operation to practise such methodology.
Proficiency with modern data technology stacks, have 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.

Nice To Haves

Industry experience in autonomous driving data operations, including data collection, data mining and data delivery.
Industry experience practising data closed loop with production vehicles.
Operational expertise in balancing cost-effectiveness, engineering quality, and time-to-market demands.
Demonstrated success in implementing solutions in high-stakes, ambitious environments.

Responsibilities

Design and lead cloud and in-car data mining strategy and operations, provide strong support to 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.
Work with the platform team to make sure in-car modules provide sufficient capability to support data collection needs.
Design and implement operational processes using data analysis, big data and software techniques to ensure data collected via collection and production vehicles are of high quality for model training.