NVIDIA

Senior Perception Engineer, Autonomous Vehicles

NVIDIA

full-time

Posted on:

Origin:  • 🇺🇸 United States • California

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Salary

💰 $184,000 - $356,500 per year

Job Level

Senior

Tech Stack

PythonPyTorch

About the role

  • Develop and productize NVIDIA’s autonomous driving perception solutions, driving E2E solutions for camera perception, online map generation and scene understanding.
  • Design end2end solutions for Perception and AV stack to enable camera perception, online map generation and understanding tasks in complex driving environments.
  • Conduct applied research and development of innovative deep learning models to improve detection and classification accuracy under challenging scenarios.
  • Develop generalizable approaches to support ODD and country/region expansion.
  • Productize perception solutions meeting requirements for safety, latency, and software robustness.
  • Drive and prioritize data-driven development with large data collection and labeling teams, including data collection prioritization, labeling prioritization, and labeling efficiency optimization.
  • Improve robustness, accuracy, and efficiency of perception solutions to enable autonomous driving anywhere and anytime.

Requirements

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