Nvidia Senior Perception Engineer - Autonomous Vehicles 

United States, Texas 

470582265

What you'll be doing:

• Designing end2end solutions for Perception and AV stack to enable camera perception, online map generation and understanding tasks in complex driving environments. Example perception targets include road topology and geometry with key elements such as lane lines, road boundaries, wait lines, crosswalks, etc.

• Applied research and development of innovative deep learning models to improve output accuracy of detection and classification solutions under challenging and diverse scenarios.

• Develop generalizable approaches to support ODD and Country/region expansion

• Productize the developed perception solutions by meeting product requirements for safety, latency, and SW robustness.

• Drive and prioritize data-driven development by working with large data collection and labeling teams to bring in high value data to improve perception system accuracy. Efforts will include data collection prioritization and planning, labeling prioritization, labeling efficiency optimization, so that value of data is maximized.

What we need to see:

• 3+ years of work experience and technical leadership demonstrating high technical and organizational complexity in related academic or industrial fields.

• 8+ years of hands-on experience in developing deep learning and algorithms to solve sophisticated real world problems, and proficiency in using deep learning frameworks (e.g., PyTorch).

• Experience in data-driven development and collaboration with data and ground truth teams.

• Strong programming skills in python and/or C++.

• Outstanding communication and teamwork skills as we work as a tightly-knit team, always discussing and learning from each other.

• MS/PhD in CS, EE, sciences or related fields (or equivalent experience)