דרושים Ai Algorithm Developer ב-Ge Healthcare ב-Israel, Haifa

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

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 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

Desired qualities

• Demonstrated problem-solving and leadership skills
• Self-starter and willingness to learn
• Good communication skills
• Good system level understanding

Inclusion and Diversity

Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.

Responsibilities:

• Develop and integrate AI and image processing algorithms and tools for analysis and interpretation of ultrasound image data
• Define/Build the infrastructure for algorithm development and integration
• Coordinate with other cross-functional teams on requirements, integration and testing

Requirements:

• B.Sc or M.Sc. in Electrical Engineering, Computer Science, Biomedical Engineering or Mathematics from a leading university or equivalent work experience.
• Proven hands-on 4+ years experience with C++ writing complex applications and software Design, Object Oriented Programming and Client/Server architecture
• Experience and background in Computer Vision/ Machine Learning/ Deep Learning algorithms with PyTorch/TensorFlow/Keras
• Experience in development and implementation\integration of algorithms
• Demonstrated ability to write C++ and Python code towards building robust, efficient, scaled-up software systems
• Hands-on experience developing Qt applications would be a strong advantage
• Experience with medical imaging and application on mobile platform would be a strong advantage

Desired qualities

• Demonstrated problem-solving and leadership skills
• Self-starter and willingness to learn
• Good communication skills
• Good system level understanding

Inclusion and Diversity

Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.

Responsibilities:

• Leading advanced AI projects including scoping, requirements definition, strategic decisions, and timelines. Collaboration with cross-functional teams, guiding algorithmic tasks, and fostering technical discussions.
• Developing and implementing machine learning and computer vision clinically focused algorithms, from understanding the clinical needs, through research and development of novel technologies to integration into product environment.
• Participation in leading feature development activities including defining workflows and user interface requirements, leading technical design review and support conducting verification plans and FDA submission.
• Advance the research agenda of the team you work on, while also collaborating with peers across the organization.

Requirements:

• Demonstrated problem-solving and leadership skills.
• 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 5+ years experience in computer vision AI development for industrial applications.
• 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

Desired qualities

• Self-starter and willingness to learn
• Good communication skills
• Good system level understanding

Inclusion and Diversity

Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.

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

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 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

Desired qualities

• Demonstrated problem-solving and leadership skills
• Self-starter and willingness to learn
• Good communication skills
• Good system level understanding

Inclusion and Diversity

Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.