NVIDIA

Senior AI DL Workload and Performance Analysis Engineer

NVIDIA

full-time

Posted on:

Location Type: Hybrid

Location: Hyderabad • India

Visit company website

Explore more

✨ AI Apply
Apply

Job Level

Senior

Tech Stack

PythonPyTorchTensorflow

About the role

  • Develop AI performance tools for large scale AI systems providing real time insight into applications 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
  • Work 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 among many contending requests, and build consensus
  • Passion for “it just works” automation, eliminating repetitive tasks, and enabling team members
  • Experience in working with the large scale AI cluster
  • 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.
Benefits
  • Health insurance
  • 401(k) matching
  • Flexible work hours
  • Paid time off
  • Professional development opportunities

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
C++PythonCUDAGPU computingTensorFlowPyTorchJAXperformance analysisoptimizationoperating systems
Soft skills
understanding usersprioritizationbuilding consensusautomationeliminating repetitive tasksteam collaboration
Certifications
BS in computer science