27 days old

Perception Engineer, Deep Learning - Autonomous Vehicles

Nvidia Corporation
Seoul, KR-11
  • Job Code
    JR1939453

Intelligent machines powered by Artificial Intelligence computers that can learn, reason and interact with people are no longer science fiction. GPU Deep Learning has provided the foundation for machines to learn, perceive, reason and solve problems. Now, NVIDIA's GPU runs Deep Learning algorithms, simulating human intelligence, and acts as the brain of computers, robots and self-driving cars that can perceive and understand the world.

We are now looking for extraordinary Autonomous Vehicle Perception Engineers to develop and productize NVIDIA's autonomous driving solutions.

As a member of our perception team, you will work on building world-class obstacle perception solutions by developing state of the art deep learning/machine learning models using large-scale data. You will be challenged to improve robustness and accuracy of obstacle perception DNN models using multiple sensor modalities (e.g., camera and radar) under challenging and diverse scenarios to fully enable autonomous driving anywhere and anytime.

What you'll be doing:

  • Research and develop state-of-the art deep learning/machine learning models to improve our obstacle perception solutions under challenging and diverse scenarios.
  • Identify and analyze the strength and weakness of our obstacle perception DNN models using multiple sensor modalities by using both real and synthetic benchmark data and improve them iteratively.

What we need to see:

  • MS or equivalent experience in Computer Science or related fields.
  • 2+ years of work experience or PhD in Computer Science or related fields.
  • Hands-on experience in developing deep learning/machine learning models to solve complex real world problems.
  • Experience with deep learning framework (e.g., TensorFlow, PyTorch, etc).
  • Strong programming skills in C++ and/or python.
  • Outstanding communication and collaboration skills as we work as a tightly-knit team, always discussing and learning from each other.

Ways to stand out from the crowd:

  • Proven expertise in developing deep learning/machine learning models for perception for autonomous driving.
  • Hands on experience in deploying DNN models to embedded platforms for real time applications.
  • Proven expertise in computer vision such as 3D geometry, camera models, etc.

#deeplearning





Posted: 2021-03-26 Expires: 2021-04-24
Sponsored by:
ADP Logo
Sponsored by:
Bank of America Logo

Featured Jobs[ View All ]

Featured Employers

Before you go...

Our free job seeker tools include alerts for new jobs, saving your favorites, optimized job matching, and more! Just enter your email below.

Share this job:

Perception Engineer, Deep Learning - Autonomous Vehicles

Nvidia Corporation
Seoul, KR-11

Join us to start saving your Favorite Jobs!

Sign In Create Account
Powered ByCareerCast