Deep Learning Software Engineer
3 weeks ago
We are seeking a highly skilled Deep Learning Software Engineer to join our team at NVIDIA. As a member of our Solution Engineering-Automotive Deep Learning team, you will apply groundbreaking NVIDIA deep learning model training/inference software libraries for deployment on NVIDIA's hardware architecture.
Key Responsibilities:
- Develop new deep learning architectures, train deep learning models, and compile and optimize DNN graphs.
- Build 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.
- Train, fine-tune, optimize and customize perception DNNs in low precision (FP16/INT8).
- Apply various quantization methods of DNNs.
- Improve DNN architectures using ML algorithms on NVIDIA GPUs or DLAs.
- Continuously improve inference speed, accuracy and power consumption of DNNs.
Requirements:
- MS or PhD in Computer Architecture, Computer Science, Electrical Engineering or related field or equivalent experience.
- 2+ years of work experience in developing or using deep learning frameworks (e.g. PyTorch, JAX, TensorFlow, ONNX, etc.).
- Strong Python and C/C++ programming skills.
- Experience with NVIDIA software libraries such as CUDA and TensorRT.
- Familiarity with sophisticated C++11/C++14 language features and CUDA kernel programming.
NVIDIA is widely considered to be one of the technology world's most desirable employers. We have some of the most hard-working and talented people in the world working for us. If you're creative and passionate about developing cloud services, we want to hear from you.
The base salary range is 148,000 USD - 276,000 USD. 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. We do not discriminate 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.
-
Senior Deep Learning Software Engineer
3 weeks ago
Santa Clara, California, United States NVIDIA Full timeWe are seeking a highly skilled Senior Deep Learning Software Engineer to develop and productize NVIDIA's deep learning solutions in autonomous driving vehicles.The ideal candidate will have a strong background in deep learning and experience with NVIDIA's software libraries, including CUDA and TensorRT.As a member of our Solution Engineering-Automotive Deep...
-
Senior Deep Learning Software Engineer
4 weeks ago
Santa Clara, California, United States NVIDIA Full timeWe are seeking a highly skilled Senior Deep Learning Software Engineer to join our Solution Engineering-Automotive Deep Learning team. As a key member of our team, you will be responsible for developing and productizing NVIDIA's deep learning solutions in autonomous driving vehicles.Key responsibilities include:Developing new deep learning architectures and...
-
Senior Deep Learning Software Engineer, cuDNN
4 weeks ago
Santa Clara, California, United States NVIDIA Full timeJoin Our Team of InnovatorsWe're seeking a highly skilled Senior Deep Learning Software Engineer to join our cuDNN team at NVIDIA. As a key member of our team, you'll play a crucial role in designing, building, and shipping our GPU-accelerated library of primitives for deep neural networks.About the RoleAs a Senior Deep Learning Software Engineer, you'll be...
-
Senior Deep Learning Software Engineer, cuDNN
4 weeks ago
Santa Clara, California, United States NVIDIA Full timeWe're seeking a highly skilled Senior Deep Learning Software Engineer to join our cuDNN team at NVIDIA. As a key member of our team, you will be responsible for designing, building, and shipping cuDNN, our GPU-accelerated library of primitives for deep neural networks.Key Responsibilities:Develop production-quality software that ships as part of NVIDIA's AI...
-
Senior Deep Learning Software Engineer, cuDNN
3 weeks ago
Santa Clara, California, United States NVIDIA Full timeWe're seeking a Senior Deep Learning Software Engineer to join our cuDNN teamDo you enjoy crafting software systems to solve complex problems and writing fast code? We're looking for skilled software engineers to help design, build, and ship cuDNN: our GPU-accelerated library of primitives for deep neural networks. The era of AI has begun, and we're powering...
-
Senior Deep Learning Software Engineer
4 weeks ago
Santa Clara, California, United States NVIDIA Full timeWe are seeking a highly skilled Senior Deep Learning Software Engineer to design and build our automated inference and deployment solution.As part of the team, you will play a pivotal role in architecting and designing a modular and scalable software platform to provide an excellent user experience with broad model support and optimization...
-
Santa Clara, California, United States NVIDIA Full timeWe are seeking a highly skilled Senior Software Engineer to join our Deep Learning Inference Workflows team. As a key member of our team, you will be responsible for developing components of TensorRT, NVIDIA's SDK for high-performance deep learning inference.Key Responsibilities: Develop graph parsers, optimizers, and tools for effective deployment of...
-
Santa Clara, California, United States NVIDIA Full timeNVIDIA is a leader in the field of deep learning, and we're seeking a talented Senior System Software Engineer to join our team. As a key member of our deep learning software engineering team, you will be responsible for optimizing deep learning algorithms for training and inference, as well as integrating them into existing systems and tools.Key...
-
Santa Clara, California, United States NVIDIA Full timeSenior Performance Software Engineer for Deep Learning LibrariesWe are seeking a highly skilled Senior Performance Software Engineer to join our team in developing optimized code for NVIDIA GPUs. As a key member of our Deep Learning Library team, you will be responsible for writing highly tuned compute kernels in C++ CUDA to perform core deep learning...
-
Senior Deep Learning Engineer
4 weeks ago
Santa Clara, California, United States XPENG Motors Full timeJob Title: Senior Deep Learning EngineerAbout the Role:We are seeking a highly skilled Senior Deep Learning Engineer to join our team at XPeng Motors. As a key member of our autonomous driving team, you will be responsible for researching, implementing, and evaluating deep-learning-based methods for prediction and planning problems.Responsibilities:*...
-
Santa Clara, California, United States NVIDIA Full timeWe are seeking a highly skilled Senior Software Engineer to join our Deep Learning software team. As a key member of our team, you will be responsible for developing components of TensorRT, NVIDIA's SDK for high-performance deep learning inference.Key Responsibilities:Develop graph parsers, optimizers, and tools for effective deployment of trained deep...
-
Santa Clara, California, United States NVIDIA Full timeWe are seeking a highly skilled Senior Software Engineer to join our Deep Learning software team. As a key member of our team, you will be responsible for developing components of TensorRT, NVIDIA's SDK for high-performance deep learning inference.Key Responsibilities:Develop graph parsers, optimizers, and tools for effective deployment of trained deep...
-
Santa Clara, California, United States NVIDIA Full timeWe are seeking a Senior Performance Software Engineer to join our Deep Learning Library team at NVIDIA.This role involves developing optimized code to accelerate linear algebra and deep learning operations on NVIDIA GPUs. The team delivers high-performance code to NVIDIA's cuDNN, cuBLAS, and TensorRT libraries to accelerate deep learning models.Key...
-
Santa Clara, California, United States NVIDIA Full timeJob SummaryWe're seeking a highly skilled Senior Deep Learning Software Engineer to join our cuDNN team. As a key member of our team, you will be responsible for designing, building, and shipping cuDNN, a GPU-accelerated library of primitives for deep neural networks.Key Responsibilities- Develop production-quality software that ships as part of NVIDIA's AI...
-
Senior Deep Learning Algorithm Engineer
4 weeks ago
Santa Clara, California, United States NVIDIA Full timeWe are seeking a Senior Deep Learning Algorithm Engineer to join our team at NVIDIA. As a key member of our team, you will be responsible for optimizing deep learning training workloads on state-of-the-art hardware and software platforms.Key Responsibilities:Understand, analyze, profile, and optimize deep learning training workloads on state-of-the-art...
-
Santa Clara, California, United States NVIDIA Full timeJob SummaryNVIDIA is seeking a highly skilled Senior Software Engineer to join our TensorRT team in developing industry-leading deep learning inference software for NVIDIA AI accelerators. As a Senior Software Engineer, you will be responsible for designing and implementing inference optimizations to enable real-time AI applications on personal computing...
-
Santa Clara, California, United States NVIDIA Full timeWe are seeking a highly skilled Senior Performance Software Engineer to join our team responsible for developing optimized code to accelerate linear algebra and deep learning operations on NVIDIA GPUs.The ideal candidate will have a strong background in computer science, computer engineering, or a related field, and experience with performance-oriented...
-
Santa Clara, California, United States NVIDIA Full timeJob DescriptionNVIDIA is seeking a highly skilled Senior Systems Software Engineer to join our TAO Toolkit Deep Learning Architectures team. As a key member of our software team, you will be responsible for developing and implementing cutting-edge deep learning algorithms and solutions.Key Responsibilities:Architect, analyze, develop, and prototype key deep...
-
Santa Clara, California, United States NVIDIA Full timeWe are seeking a highly skilled Senior Deep Learning Software Engineer to join our team and contribute to the development of cutting-edge model optimization algorithms.As a Senior Deep Learning Software Engineer, you will be responsible for researching and developing highly efficient search algorithms, defining public APIs, and implementing various software...
-
Santa Clara, California, United States NVIDIA Full timeDesign and Develop Scalable InfrastructureNVIDIA's Deep Learning Libraries Group is seeking an experienced software engineer to design and develop scalable infrastructure for our deep learning libraries. The role spans multiple products, including cuDNN and TensorRT. The mission is to streamline development, build, and test across NVIDIA's diverse set of...