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DEDE01 NVIDIA Germany

Applied Research Engineer, Neural Reconstruction(m/w/x)

München
Full-timeOn-siteSenior
AI/ML
Data Science

Developing and productizing neural rendering solutions, creating generative models from robotic sensor data at an AI/HPC/Visualization firm. MS/PhD in CS or related, plus 5+ years in computer graphics/vision/ML, required. Work at the forefront of AI/HPC/Visualization breakthroughs.

Requirements

  • MS or PhD in Computer Science, Computer Engineering, or related field
  • 5+ years of experience in computer graphics, computer vision, or machine learning
  • Knowledge of 3D reconstruction and generative models research
  • High quality Python coding skills in large software projects
  • Proficiency with PyTorch or TensorFlow
  • Strong software engineering fundamentals
  • Clear and effective communication skills
  • Experience in dynamic product- and research-focused teams
  • Publication record at top tier ML/CV conferences or patent filings
  • Strong coding architecture skills
  • Experience with performance analysis and GPU-accelerated optimization
  • Experience with advanced CUDA development and optimization
  • History of multidisciplinary creativity and innovation

Tasks

  • Develop and productize neural rendering solutions
  • Create state-of-the-art generative models
  • Partner with researchers to evaluate model prototypes
  • Fine-tune models for extreme novel view rendering
  • Process recorded robotic sensor data
  • Build robust data and ML workflows
  • Collaborate with performance and product teams
  • Contribute to NuRec and core NVIDIA libraries

Work Experience

  • 5 years

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • PyTorch
  • TensorFlow
  • source control
  • testing/validation
  • containerization
  • GPU
  • CUDA

Benefits

Other Benefits

  • Reasonable accommodation for disabilities
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