Senior Software Engineer

1 week ago

New York, New York, United States NVIDIA Full time
About NVIDIA

NVIDIA is a leader in the field of artificial intelligence and computing, with a legacy of innovation that spans over three decades. Our invention of the GPU in 1999 sparked the growth of the PC gaming market and redefined modern computer graphics. More recently, our GPU deep learning technology ignited the modern AI era, revolutionizing parallel computing and enabling breakthroughs in various fields.

Job Description

We are seeking a highly skilled Senior System Software Engineer to join our team, working on user-facing tools for Triton Inference Server. As a member of our team, you will be responsible for developing and enhancing functionalities within the GenAI-Perf, Triton Performance Analyzer, and Triton Model Analyzer tools.

Key Responsibilities
  • Develop and enhance functionalities within the GenAI-Perf, Triton Performance Analyzer, and Triton Model Analyzer tools.
  • Collaborate with researchers and engineers to understand their performance analysis needs and translate them into actionable features.
  • Collaborate closely with cross-functional teams, including software engineers, system architects, and product managers, to drive performance improvements throughout the development lifecycle.
  • Responsible for setting up, executing, and analyzing the performance of LLM, Generative AI, and deep learning models.
  • Develop and implement efficient algorithms for measuring deep learning throughput and latency, benchmarking large language models, and deploying models.
  • Integrate various tools to create a unified and user-friendly experience for deep learning performance analysis.
  • Automate testing processes to ensure the quality and stability of the tools.
  • Contribute to technical documentation and user guides.
Requirements
  • Bachelor's, Master's, or PhD in Computer Science, computer architecture, or a related field.
  • 4+ years of experience in software development, with a strong background in C++ programming and software design.
  • Excellent troubleshooting abilities, with experience working with distributed systems, kernels, and containers.
  • Experience with deep learning algorithms and frameworks, particularly with Large Language Models and frameworks such as PyTorch, TensorFlow, TensorRT, and ONNX Runtime.
  • Familiarity with cloud computing platforms and experience building and deploying cloud services using HTTP REST, gRPC, protobuf, JSON, and related technologies.
What We Offer

NVIDIA offers a competitive salary range of $148,000 - $276,000, depending on 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 is an equal opportunity employer.

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