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NVNVIDIA

Senior Model Performance Engineer(m/w/x)

München
Full-timeOn-siteSenior
AI/ML

Profiling and optimizing GPU utilization for generative video and 3D reconstruction prototypes. 8+ years machine learning experience with strong Python, C++, and CUDA skills required. Work environment focused on VR, AI, and Autonomous Vehicles.

Requirements

  • MSc, PhD, or equivalent experience
  • 8+ years machine learning experience
  • Passion for AI model optimization
  • Strong Python, C++, and CUDA skills
  • Experience with distributed training optimization
  • Strong software engineering fundamentals
  • Excellent communication and interpersonal skills
  • Strong coding architecture skills
  • Experience with NCCL, MPI, or UCX
  • Advanced CUDA and Slang optimization
  • History of multidisciplinary innovation
  • Experience in robotic systems

Tasks

  • Profile model training and inference
  • Identify efficiency, latency, and memory bottlenecks
  • Optimize GPU utilization and throughput
  • Improve kernel efficiency for better performance
  • Scale prototypes for generative video and 3D reconstruction
  • Build robust models for synthetic data generation
  • Collaborate with research, performance, and product teams
  • Contribute to NuRec and other core libraries

Work Experience

  • 8 years

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • C++
  • CUDA
  • Slang
  • GPU
  • NCCL
  • MPI
  • UCX

Benefits

Competitive Pay

  • Highly competitive salaries

Other Benefits

  • Comprehensive benefits package
  • Reasonable accommodation for disabilities
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