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Senior Software Engineer, Deep Learning - Autonomous Vehicles at Nvidia Corporation in Santa Clara, California

Posted in General Business 30+ days ago.

Type: Full-Time

Job Description:

We are looking for outstanding Deep Learning Software Engineers to develop and productize NVIDIA's deep learning solutions in autonomous driving vehicles. As a member of our Solution Engineering-Automotive Machine Learning team, you will utilize ground breaking NVIDIA deep learning model training/inference software libraries for deployment on NVIDIA's hardware architecture. You will develop new deep learning architectures, train deep learning models, and compile and optimize DNN graphs. As a part of this role, you will be building a close technical relationship with our automotive partners during product development and coordinate with the architecture and software teams to develop the best solution for partners working on our platforms.

What you'll be doing:

  • Train, fine-tune, optimize and customize perception DNNs in low precision (FP16/INT8)

  • Apply sophisticated quantization of DNNs

  • Improve DNN architectures using ML algorithms on NVIDIA GPUs or DLAs

  • Continuously improve inference speed, accuracy and power consumption of DNNs

  • Stay up to date with the latest research and innovations in deep learning, implement and experiment with new insights to improve NVIDIA's automotive DNNs.

What we need to see:

  • MS or PhD degree in computer science, computer vision, computer architecture or related technical field or equivalent experience

  • 5+ years of work experience in software development. 2+ years of experience in developing or using deep learning frameworks (e.g. PyTorch, JAX, TensorFlow, ONNX, etc.)

  • Experience with solving a computer vision task using deep neural networks, such as object detection, scene parsing, image segmentation.

  • Strong Python and/or C/C++ programming skills

  • Proven technical foundation in CPU and GPU architectures, containers (nvidia-docker), numeric libraries, modular software design

  • Familiar with CNNs and Transformer architectures

  • Willing to take action and have strong analytical skills.

  • Strong time-management and organization skills for coordinating multiple initiatives, priorities and implementations of new technology and products into very sophisticated projects.

Ways to stand out from the crowd:

  • Experience with low precision inference, quantization, compression of DNNs

  • Experience with NVIDIA software libraries such as CUDA and TensorRT

  • Open source project ownership or contribution, GitHub repositories, guiding and/or mentoring experience.

NVIDIA is leading the way in groundbreaking developments in Artificial Intelligence, High-Performance Computing and Visualization. The GPU, our invention, serves as the visual cortex of modern computers and is at the heart of our products and services. Our work opens up new universes to explore, enables outstanding creativity and discovery, and powers what were once science fiction inventions from artificial intelligence to autonomous cars. NVIDIA is looking for great people like you to help us accelerate the next wave of artificial intelligence.

The base salary range is $144,000 - $270,250. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.

You will also be eligible for equity and benefits.

NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.


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