Senior Software Engineer, Deep Learning Inference Workflows

Company: NVIDIA Corporation
Location: Santa Clara
Posted on: April 18, 2024

Job Description:

Senior Software Engineer, Deep Learning Inference Workflows page is loaded Senior Software Engineer, Deep Learning Inference Workflows Apply locations US, CA, Santa Clara time type Full time posted on Posted 2 Days Ago job requisition id JR1968249 We are now looking for a Senior Software Engineer for Deep Learning Inference Workflows! Would you like to make a big impact in Deep Learning by helping build a state-of-the-art inference framework for accelerating Deep Learning models, especially Large Language Models, on NVIDIA GPUs? We are now welcoming exceptional software engineers to apply to Senior Engineering positions in the Deep Learning software team.What you'll be doing:

• Develop components of TensorRT, NVIDIA's SDK for high-performance deep learning inference.
• Use C++ and Python to build graph parsers, optimizers, and tools for effective deployment of trained deep learning models.
• Collaborate with teams of deep learning experts, GPU architects and DevOps engineers across diverse teams.What we need to see:
  • A Bachelor's, Master's, PhD or equivalent experience in Computer Science, Computer Engineering, Electrical Engineering or related field.
  • 5+ years of software development experience.
  • Proficiency in C++.
  • Strong grasp of Machine Learning concepts, especially Natural Language Processing.
  • Excellent communication skills, and an aptitude for collaboration and teamwork.Ways to stand out from the crowd:
    • Familiarity with advanced C++11/C++14 language features.
    • Experience developing System Software.
    • Proficiency in Python
    • Background in GPU kernel programming using CUDA or OpenCL.
    • Experience in software performance benchmarking, profiling, and optimizations.
    • Background in compiler development
    • Experience in working with TensorRT, PyTorch, TensorFlow, ONNX Runtime or other ML frameworks.NVIDIA is widely considered to be one of the technology world's most desirable employers. We have some of the most forward-thinking and hardworking people in the world working for us. If you're creative, autonomous and love a challenge, we want to hear from you. Come, join our cuDNN Deep Learning Library team and help build the real-time, cost-effective computing platform driving our success in this exciting and quickly growing field.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. About Us 0:00 -/ - 3:32 NVIDIA is a Learning Machine NVIDIA pioneered accelerated computing to tackle challenges no one else can solve. Our work in AI and the metaverse is transforming the world's largest industries and profoundly impacting society. Learn more about NVIDIA .
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Keywords: NVIDIA Corporation, Santa Clara , Senior Software Engineer, Deep Learning Inference Workflows, IT / Software / Systems , Santa Clara, California