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Applied Research Engineer, Neural Reconstruction(m/w/x)
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
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- TensorFlow
- source control
- testing/validation
- containerization
- GPU
- CUDA
Benefits
Other Benefits
- Reasonable accommodation for disabilities
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Applied Research Engineer, Neural Reconstruction(m/w/x)
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
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- TensorFlow
- source control
- testing/validation
- containerization
- GPU
- CUDA
Benefits
Other Benefits
- Reasonable accommodation for disabilities
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
DE01 NVIDIA Germany
Industry
IT
Description
The company is at the forefront of breakthroughs in Artificial Intelligence, High-Performance Computing, and Visualization.
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