Software Engineer

GE HealthCare UK

Beijing, China
Mri image reconstruction algorithms
Deep learning reconstruction networks
Pytorch/tensorflow
Responsible for designing, building, delivering and maintaining software applications & services, working in the areas of machine, cloud, platform and/or application

Job Summary

  • Responsible for designing, building, delivering and maintaining software applications & services, working in the areas of machine, cloud, platform and/or application.
  • Design, implement, and optimize MRI image reconstruction algorithms and software, spanning classical methods and deep learning-based reconstructions.
  • GE HealthCare is a leading global medical technology and digital solutions innovator, aiming to create a world where healthcare has no limits.

Matching Summary

Responsible for designing, building, delivering and maintaining software applications & services, working in the areas of machine, cloud, platform and/or application.

Skills & Requirements

Must-have

  • MRI image reconstruction algorithms
  • Deep learning reconstruction networks
  • PyTorch/TensorFlow
  • C++ with solid engineering practices
  • Linux, Git, debugging
  • DICOM/ISMRMRD standards

Nice-to-have

  • Self-driven, outcome-oriented mindset
  • Strong communication and collaboration
  • Documentation and experiment reproducibility
  • CUDA/CuFFT/CuBLAS acceleration
  • Experience with real MR data
  • Medical software compliance knowledge

Key Requirements

  • MS or PhD in CS, EE, Biomedical Engineering, Medical Physics, Applied Math, or related field
  • Strong math and signal processing foundation
  • Proficient in modern C++
  • Knowledge of MRI reconstruction fundamentals
  • Expertise in Optimization/Inverse Problems
  • Expertise in Parallel Imaging
  • Expertise in Non-Cartesian Recon
  • Expertise in Deep Learning Recon

Work Rights

Not specified

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