Senior DGX AI Cloud Performance Analysis Tools Engineer

at Nvidia
📍 Santa Clara, United States
USD 184,000-356,500 per year
SENIOR
✅ On-site

SCRAPED

Used Tools & Technologies

Not specified

Required Skills & Competences ?

Python @ 4 TensorFlow @ 4 Data Analysis @ 4 PyTorch @ 4 CUDA @ 4 GPU @ 4

Details

Joining NVIDIA's DGX Cloud AI Efficiency Team means contributing to the infrastructure that powers innovative AI research. This team focuses on optimizing efficiency and resiliency of AI workloads, and developing scalable AI and Data infrastructure tools and services. The objective is to deliver a stable, scalable environment for AI researchers, providing necessary resources and scale to foster innovation.

Responsibilities

  • Develop AI performance tools for large scale AI systems providing real-time insight into application performance and system bottlenecks.
  • Conduct in-depth hardware-software performance studies.
  • Define performance and efficiency evaluation methodologies.
  • Automate performance data analysis and visualization to convert profiling data into actionable optimizations.
  • Support deep learning software engineers and GPU architects in their performance analysis efforts.
  • Collaborate with various teams at NVIDIA to incorporate and influence the latest technologies for GPU performance analysis.

Requirements

  • Minimum of 8+ years of experience in software infrastructure and tools.
  • BS or higher degree in computer science or similar (or equivalent experience).
  • Adept programming skills in multiple languages including C++ and Python.
  • Solid foundation in operating systems and computer architecture.
  • Outstanding ability to understand users, prioritize competing requests, and build consensus.
  • Passion for "it just works" automation, eliminating repetitive tasks, and enabling team members.

Ways to Stand Out

  • Experience working with large scale AI clusters.
  • Experience with CUDA and GPU computing systems.
  • Hands-on experience with deep learning frameworks (TensorFlow, PyTorch, JAX/XLA etc.).
  • Deep understanding of the software performance analysis and optimization process.

About NVIDIA

NVIDIA leads groundbreaking developments in Artificial Intelligence, High-Performance Computing, and Visualization. The GPU, invented by NVIDIA, is central to their products and services, powering innovations from AI to autonomous cars.

Compensation

Base salary range is 184,000 USD - 356,500 USD. Salary determined based on location, experience, and pay of employees in similar positions. Eligible for equity and benefits.

NVIDIA is an equal opportunity employer committed to diversity.