Job Description

Summary Personalization in healthcare has been identified as a key growth area for GE Healthcare (GEHC) and Advanced Technology Group will play a key role in developing targeted solutions that meets the goal of Precision Medicine. At GEHC, there are on-going, multi-disciplinary programs in digital and molecular pathology, tissue imaging, diagnostic imaging (MRI, CT, PET, Ultrasound), physiological monitoring (ECG, US, EEG, etc.) and informatics approaches to identify clinically relevant biosignatures. We believe that AI can quickly and more accurately identify signs of disease in medical images, like MRI, CT scans, ultrasound, and x-rays, and therefore allow faster diagnostics and positively impact the patient outcomes. Our teams are leading the AI effort in advancing the care pathway, such as improving the organization of treatment plans, analyzing data to provide better treatment plans, and monitoring treatments. AI will play a central role in this initiative with breakthroughs resulting in image interpretations, identifying imaging biomarkers for many applications including tissue characterization, analyzing physiological data for patient care solutions, and in many instances accelerating the clinical workflow so that healthcare costs are reduced. We are looking to grow our team of Advanced Technology Group at GEHC in Bangalore. We are looking for top notch researchers at all career levels who want to be part of this exciting journey. As a group, we will: Innovate and execute on the R&D strategy around image analytics aligned with the GEHC business initiatives in a broad set of areas (Patient monitoring, MRI, CT, Ultrasound, X-Ray, Cell therapy, Molecular Diagnostics, etc.). Drive cutting edge research in core imaging and signal processing problems Participate in strategic collaborations with top universities and pharma/biotech Publish in key conferences and journals, as well as generate core IP. GE HealthCare is a leading global medical technology and digital solutions innovator. Our purpose is to create a world where healthcare has no limits. Unlock your ambition, turn ideas into world-changing realities, and join an organization where every voice makes a difference, and every difference builds a healthier world. Roles and Responsibilities As a Staff Data Scientist, you will be part of a data science or cross-disciplinary team on commercially-facing development projects, typically involving large, complex data sets. These teams typically include statisticians, computer scientists, software developers, engineers, product managers, and end users, working in concert with partners in GE business units. Potential application areas include remote monitoring and diagnostics across infrastructure and industrial sectors, financial portfolio risk assessment, and operations optimization. The Advanced Technology Group is focused on signal and image processing for Ultrasound, MRI, CT, X-ray and Physiological Monitoring data as well as real time image analysis for industrial applications. The candidate should be highly passionate and an enthusiastic player for solving problems in medical imaging by building and implementing algorithms for image processing, machine learning, and deep learning. As a Lead Scientist in the domain of medical imaging you will be responsible for Research, design and implementation of algorithms for multiple modalities spanning from Ultrasound, MR, CT, X-ray, patient monitoring, and life sciences applications Advance the state-of-the-art in the field, including generating patents and publications in top journals and conferences Participate in cutting edge research in artificial intelligence and machine learning applications., and develop solutions for real world, large scale problems Work on technologies that accelerate workflows, optimizes patient specific imaging and create device agnostic imaging algorithms Fast prototyping, feasibility studies, specification and implementation of medical imaging product components. Build partnerships with Clinical sites and Universities and drive clinical innovations in the areas of brain health Work with customers to understand algorithm and workflow requirements and deliver solutions Education Qualification PhD/Master\'s in Computer Science, Machine Learning, Electrical Engineering/Electronics and communication engineering with specialization in medical imaging. Strong foundations in design, analysis, and implementation of algorithms. Basic understanding of machine learning, computer vision or deep learning is preferred. 5+ years of experience in medical imaging Expertise and Experience in Machine Learning, Applied Mathematics, Computer Vision fields Strong theoretical and practical background in Machine Learning, Deep Learning, Statistical Pattern Recognition, Applied Mathematics, Medical Imaging, Natural Language Processing, text understanding, classification, pattern recognition, Strong publication record in Journals of International repute and conferences such as ISBI, ICLR, NIPS, OHBM and others Familiarity with Python, C++, and deep learning libraries is a must Outstanding interpersonal and communication skills Exceptional Team player and ability to prioritize work Leadership Demonstrated skill at working in a team setting Demonstrated skill in critical thinking and problem-solving methods Demonstrated skill in presentation and influencing skills Personal Attributes Demonstrated awareness of how to succeed in ambiguous circumstances. Inclusion and Diversity GE HealthCare is an Equal Opportunity Employer where inclusion matters. Employment decisions are made without regard to race, color, religion, national or ethnic origin, sex, sexual orientation, gender identity or expression, age, disability, protected veteran status or other characteristics protected by law. We expect all employees to live and breathe our behaviors: to act with humility and build trust lead with transparency deliver with focus, and drive ownership - always with unyielding integrity. 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. #LI-GM2

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