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Nvidia Senior Prediction Planning Machine Learning Engineer - Autonomous Vehicles 
United States, Texas 
124536089

01.09.2024

What you’ll be doing:

  • Researching, implementing, and evaluating deep-learning-based methods for prediction and planning for NVIDIA's Autonomous Vehicle products.

  • Designing, running, and analyzing experiments and testing to evaluate the efficiency of our solutions on real-world data.

  • Partnering with system software engineering specialists to ship industrial strength ML models.

  • Communicating and collaborating with multi-functional teams.

What we need to see:

  • MS or PhD level education in Engineering or Computer Science with a focus on Deep Learning, Artificial Intelligence, or a related field, or equivalent experience.

  • 5+ years of experience applying machine learning to address real-world problems.

  • Excellent written and verbal communication skills and social skills.

  • Strong Python programming experience with software design skills.

  • Experience with deep neural network (DNN) training, inference and optimization in leading frameworks (Pytorch, Tensorflow, TensorRT, etc.).

  • Practical software engineering experience developing for large and complex systems.

  • Excellent understanding of the mathematical foundations of machine learning and deep learning.

  • Self-motivation combined with team spirit and the urge to learn new things and solve hard problems.

  • Good 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:

Are you an enthusiastic contributor with a background that includes one or more of the following? If so, we want to hear from you!

  • Experience in applying deep learning to prediction and planning for autonomous vehicles.

  • You've worked in reinforcement learning or optimal-control.

  • GPGPU programming (CUDA) experience.

  • Published work for international relevant conferences (CVPR, NeurIPS, ICRA, etc).

You will also be eligible for equity and .