Nvidia - Santa Clara, CA

posted about 2 months ago

Full-time - Mid Level
Santa Clara, CA
Computer and Electronic Product Manufacturing

About the position

NVIDIA is seeking a highly skilled engineer to develop and implement AI algorithms that work with raw sensor data across various domains, including medical imaging. The role focuses on extracting insights from raw data and improving reconstruction processes. The successful candidate will optimize GPU-accelerated simulation methods and collaborate with customers and internal teams to integrate these solutions into product development pipelines, driving real-world impact.

Responsibilities

  • Develop and implement AI algorithms working with raw sensor data for various domains and modalities, including medical imaging.
  • Extract insights directly from raw data and improve reconstruction processes.
  • Develop and optimize GPU-accelerated simulation methods to build realistic raw signal datasets for a wide range of modalities.
  • Collaborate closely with customers and internal teams to integrate raw signal to insights solutions into product development pipelines.

Requirements

  • Bachelor's degree (or equivalent experience) in Computer Science, Software Engineering, or a related degree.
  • 8 plus years of research and/or sophisticated product development experience in medical imaging or related domains, focusing on raw sensor data processing.
  • Hands-on experience developing GPU-accelerated simulation methods, including performance optimization and scalability.
  • Proven ability to collaborate in the creation of innovative solutions.
  • Strong familiarity with ML frameworks such as PyTorch, JAX, etc.

Nice-to-haves

  • Experience in robotics or surgical vision systems, applying advanced AI techniques to assist in healthcare procedures.
  • PhD or equivalent experience in Biomedical Engineering, Computer Science, Electrical Engineering, or a related technical field.
  • Experience with physics-informed neural networks, demonstrating the ability to build models that incorporate physical laws into AI predictions.
  • Proven track record of developing GPU accelerated simulation tools.
  • Publications at top medical imaging conferences such as MICCAI, IUS, etc.

Benefits

  • Highly competitive salaries
  • Comprehensive benefits package
  • Equity options
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