GE Healthcare
Location
Eden Prairie, MN | United States
Job description
Job Description Summary
We're looking for PhD students who are active in AI/ML areas and are passionate about developing next generation AI technologies that will have profound impact on medicine and healthcare. You will be working with top researchers and domain experts in the field of AI for health to develop new deep learning (e.g., vision foundational models, large language model) solutions and to prepare research publications for leading AI venues. During recent years, our researchers have published on leading AI venues including NeurIPS, ICML, ICLR, AAAI, KDD, CVPR, EMNLP, ACL, etc. Our ambitious AI for medicine and healthcare research agenda include but are not limited to:
•Medical imaging foundation models across diverse imaging types, diseases, organs, etc.
•Multi-modal medical imaging analysis and report generation
•LLMs for clinical efficiencies
•Multimodal phenotyping for accurate disease diagnosis, subtyping, and progression modeling, as well as patient retrieval, trial matching, and health monitoring
•Responsible AI (e.g., interpretable models, trustworthiness, fairness, etc)
•Multimodal EMR generation
At GE HealthCare, we are committed to bringing AI and cloud-based solutions for our customers: all aspects of intelligent computing services across the cloud and. Sitting within the centralized Science & Technology organization, our AI org is harnessing the power of AI to make healthcare more precise, more personalized, and more accessible for everyone. From driving the overall clinical research and patient-centric innovation strategy to delivering new digital and machine learning capabilities - we’re committed to leading digital transformation, improving outcomes for patients and providers, and creating a world where healthcare has no limits. To find out more, visit:
As an AI research intern at GEHC, you get to work on the most cutting-edge and exciting projects. You will have access to petabytes of data, state of the art computing resources, and professional support from domain experts.
Job Description
Key responsibilities:
Research on one or more key topics within our AI for medicine and healthcare research agenda.
Prepare research publications.
Designing new AI algorithms to find predictive patterns that combine heterogeneous data assets to solve real-world medical and healthcare problem.
Implementing deep learning, machine learning, and data mining algorithms on distributed platform
Qualifications:
Our ideal candidate will have:
Currently enrolled in a PhD degree in computer science or related areas.
Experience in one area of computer science (e.g., Natural Language Understanding, Computer Vision, Machine Learning, Deep Learning, Algorithmic Foundations of Optimization), with publications in NeurIPS, ICML, ICLR, AAAI, KDD, CVPR, EMNLP, ACL.
Experience with one or more general purpose programming languages (e.g., Python, Java, C/C++, etc.) In depth experience with PyTorch.
Experience creating production environment data analytics and applications.
(preferred) extensive experience with handling nosiy real world medical and patient data.
Eligibility Requirements
Legal authorization to work in the U.S. is required. GE may agree to sponsor an individual for an employment visa now or in the future if there is a shortage of individuals with particular skills.
While GEHC does not currently require U.S. employees to be vaccinated against COVID-19, some GEHC customers have vaccination mandates that may apply to certain GEHC employees.
About Team
GE Healthcare teams are based in the US (San Ramon, Seattle), France, Israel (Tel Aviv), and India (Bangalore). This gives us several core overlap hours for shared meetings.
Mentorship & Career Growth
We maintain diverse engineering, and leadership perspectives and backgrounds across technology and beyond. Our employees are excited to share their experiences and mentor more junior engineers. Team members are highly encouraged to set up mentorship relationships with seasoned engineers, not only in our team, but also across the broader GE Healthcare population.
The pay rate for this position is $45-60/hr.
Inclusive Team Culture
Here at GEHC, we embrace our differences. We are committed to furthering our culture of inclusion. We have many employee-led affinity groups, innovative benefit offerings, and encourage ongoing learning experiences. 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.
About Us
At GE HealthCare (NASDAQ: GEHC), we see possibilities through innovation. We’re partnering with our customers to fulfill healthcare’s greatest potential through groundbreaking medical technology, intelligent devices, and care solutions. Better tools enabling better patient care. Together, we are not only building a healthier future but living our purpose to create a world where healthcare has no limits.
GE HealthCare offers a great work environment, professional development, challenging careers, and competitive compensation. GE is an Equal Opportunity Employer ( . 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.
Additional Information
GE HealthCare offers a great work environment, professional development, challenging careers, and competitive compensation. GE HealthCare is an Equal Opportunity Employer ( . 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.
GE HealthCare will only employ those who are legally authorized to work in the United States for this opening. Any offer of employment is conditioned upon the successful completion of a drug screen (as applicable).
While GE HealthCare does not currently require U.S. employees to be vaccinated against COVID-19, some GE HealthCare customers have vaccination mandates that may apply to certain GE HealthCare employees.
Relocation Assistance Provided: No
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