AI Algorithm developer at GE Healthcare

Haifa, HA, Israel

GE Healthcare Logo
Not SpecifiedCompensation
Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Healthcare, Medical ImagingIndustries

Requirements

  • M.Sc. or Ph.D. in Electrical Engineering, Computer Science, Biomedical Engineering or Mathematics from a leading university or equivalent work experience
  • Proven hands-on 4+ years experience in development and implementation of Image Processing/Computer Vision algorithms (such as image segmentation, detection and classification)
  • 4+ years of hands-on experience developing Machine Learning/Deep Learning algorithms using PyTorch/TensorFlow/Keras
  • Demonstrated ability to write Python and C++ code towards building robust, efficient, scaled-up software systems
  • Experience with medical imaging and application on mobile platform would be a strong advantage
  • Demonstrated problem-solving and leadership skills
  • Self-starter and willingness to learn
  • Good communication skills
  • Good system level understanding

Responsibilities

  • Develop AI/ML algorithms and tools for analysis and interpretation of ultrasound image data
  • Translation of product and clinical needs to feasible algorithms
  • Definition of data requirements for training and evaluation of AI tools
  • Coordination with other cross-functional teams on requirements, integration and testing
  • Delivery of internal and regulatory documentation

Skills

AI
ML
Deep Learning
PyTorch
TensorFlow
Keras
Python
C++
Image Processing
Computer Vision
Image Segmentation
Detection
Classification
Ultrasound Imaging

GE Healthcare

Healthcare technology and data analytics provider

About GE Healthcare

GE Healthcare provides a range of healthcare technologies and services aimed at improving patient care. Its main products include imaging systems, mobile diagnostic devices, patient monitoring solutions, and advanced software for data analysis. These products help medical professionals make informed decisions and enhance the efficiency of healthcare delivery. Unlike many competitors, GE Healthcare invests significantly in research and development, allocating $1 billion each year to innovate and enhance its offerings. The company’s goal is to support healthcare providers in delivering better patient outcomes, as evidenced by its technology supporting over 300,000 patients daily and managing 2 billion patient scans each year.

Chicago, IllinoisHeadquarters
1892Year Founded
N/ACompany Stage
Data & Analytics, HealthcareIndustries
10,001+Employees

Risks

Emerging AR technologies increase competition in medical imaging.
Regulatory challenges may delay AI application expansions in healthcare.
Dependence on clinical trial success for new product market positioning.

Differentiation

GE Healthcare invests $1 billion annually in R&D for product innovation.
The company supports over 300,000 patients daily with its healthcare technologies.
GE Healthcare's AIR Recon DL offers 3D motion-insensitive imaging for enhanced MRI quality.

Upsides

Acquisition of Caption Health expands AI-powered ultrasound capabilities.
Successful Phase III trial of [18F]flurpiridaz enhances coronary artery disease detection.
Collaboration with Wayra accelerates digital health innovation in EMEA.

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