Software Engineer Intern, Perception - Autonomous Vehicles - 2025

3 Months ago • Upto 1 Years • Research & Development • Artificial Intelligence

Job Summary

Job Description

NVIDIA is seeking Software Engineering interns for its AI Infrastructure and MLOps team. Interns will focus on building automated ground truth (GT) generation pipelines for autonomous vehicle (AV) deep learning (DL) models. This involves data mining, processing, auto-labeling, GT generation, diagnosis, and pipeline optimization on cloud services. Close collaboration with various teams (AV perception core, production, AI infrastructure) is crucial for accelerating AV perception DNN development and deployment, ensuring high quality and reliability in NVIDIA Drive products. The ideal candidate will have strong programming skills (Python, C++, CUDA), knowledge of 3D computer vision, deep learning, and system architecture, and experience with Linux environments.
Must have:
  • MS/PhD in relevant field
  • Excellent programming skills (Python, C++, CUDA)
  • Knowledge of 3D Computer Vision or Deep Learning
  • Understanding of system architecture
  • Linux programming experience
Good to have:
  • Experience with NVIDIA Triton
  • Knowledge of LLM optimization
  • Object detection/tracking experience
  • Multi-sensor fusion experience
  • Experience with Tensorflow/Pytorch

Job Details

We are now looking for Software Engineer Interns for AI Infrastructure and MLOps team! NVIDIA is playing a significant role in AI and Autonomous Vehicles industry with its powerful GPU products, high-performance DRIVE platform and a large eco-system of partners. We collaborate with multiple teams and focus on E2E ground truth data pipeline for AV perception DL models, including data mining, AV data pre-processing and post-processing pipelines. Our work will be fun and very exciting, and have a huge impact in cars worldwide.  

What you’ll be doing: 

  • Will mainly focus on building automatic pipelines of GT generation for AV DL models of perception, plan and control, including data mining, data processing, auto-labeling, ground truth generation and diagnosis, and performance optimization of the pipelines running on cloud service. We need to have passion for both deep learning and autonomous driving domain! 

  • Work closely with AV perception core team, AV production team, AI infrastructure and MLOps engineers to accelerate and optimize the AV perception DNN development and deployment, and achieve the high quality and reliability of AV perception in NVIDIA Drive products.

 

What we want to see: 

  • Pursuing MS or PHD candidate in Computer Science, Computer Engineering, Electrical Engineering, Robotics, or related majors 

  • Excellent programming, software design, and testing skills in Python, C++, CUDA, or similar languages. 

  • Good knowledge in either of the following areas:  

  • 3D Computer Vision, Self-Driving-Cars, Robotics, SLAM, Deep Learning, GPU technology. 

  • Good understanding of system architecture, CPU/GPU/Memory/Storage, everything related to performance optimization. 

  • Solid knowledge of Linux programming and should be familiar with working under Linux environments. 

  • Fluent in both oral and written English. 

 

Ways to stand out from the crowd: 

  • Background in computer vision, machine learning, deep learning, statistics 

  • Knowledge of LLM optimization, acceleration and application. Experience with NVIDIA Triton will be a big bonus 

  • Knowledge of object detection/tracking, multi-sensor fusion such as lidar or camera, and time synchronization. 

  • Experience with large data exploration, analysis and visualization with Python and SQL. 

  • Experience with deep learning models training with popular frameworks like Tensorflow, Pytorch, Caffe and model deployment as well as knowledge of OpenCV/OpenGL programming. 

 

NVIDIA is widely considered to be one of the technology world’s most desirable employers. We are an equal opportunity employer and value diversity at our company. We have the most talented people in the world working for us. Will you be a creative and autonomous software engineer with a genuine passion for advancing the state of AI and deep learning across a variety of verticals? Looking forward to have you join us! 

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About The Company

Since its founding in 1993, NVIDIA (NASDAQ: NVDA) has been a pioneer in accelerated computing. The company’s invention of the GPU in 1999 sparked the growth of the PC gaming market, redefined computer graphics, ignited the era of modern AI and is fueling the creation of the metaverse. NVIDIA is now a full-stack computing company with data-center-scale offerings that are reshaping industry.

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