Senior AI Scientist
Senior AI Scientist
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Job Description
Job Description Summary
The Senior AI Scientist will work in teams addressing statistical machine learning and data understanding problems in a commercial technology and collaborative development environment. In this role you will contribute to the development and deployment of modern machine learning methods for finding structure in large healthcare data sets.At GE HealthCare we are committed to bringing AI and cloudbased solutions for our customers: all aspects of computing services across the cloud and edge including advanced analytics visualization multimodal learning servers databases storage networking analytics software intelligence are delivered over the Internet. Our Science & Technology organization is harnessing the power of technology to make healthcare more precise more personalized and more accessible for everyone. From driving the overall clinical research and patientcentric innovation strategy to delivering new digital and machine learning capabilities were committed to leading digital transformation improving outcomes for patients and providers and creating a world where healthcare has no limits.
Job Description
Roles and Responsibilities
Are you passionate about using AI to transform healthcare We are looking for a highly motivated individual passionate about foundational AI models to join the newly formed GE Healthcare AI group. As the Senior AI Scientist you will focus on exciting generative vision text speech timeseries and multimodal problems related to segmentation object detection largescale generative models largescale pretraining prompt tuning distillation robustness responsible AI quantization etc.
Additionally you will be responsible for:
Developing and implementing novel machine learning algorithms particularly in the area of LLM to provide automation of clinical tasks using one or more of medical images electronic medical records waveforms and clinical reports.
Demonstrating algorithms to meet accuracy requirements on general subject population through statistical analyses and error estimation.
Exploring learning from human feedback and assisting humans evaluating AI.
Building prototypes to enable development of highperformance AI algorithms in scalable productready code.
Initiating/proposing unique and promising deep learning capabilities developing new and innovative algorithms and technologies pursuing patents where appropriate.
Working with largescale datasets designing and developing generative algorithms.
Staying current on published stateoftheart algorithms and competing technologies.
Basic Qualifications
- Masters Degree in a STEM major (Science Technology Engineering Mathematics) or equivalent field plus 5 years AI development for industrial applications in a commercial setting OR Ph.D. in a STEM major (Science Technology Engineering Mathematics) or equivalent field plus 3 years AI development for industrial applications in a commercial setting OR Ph.D. in a STEM major (Science Technology Engineering Mathematics) or equivalent field plus 1 years of AI development for Healthcare applications.
- Publications as first author on LLM/Foundational/Multimodal models or selfsupervised learning (SSL).
- Demonstrated expertise in building large scale AI such as generative AI models large vision/language models and multimodal AI models for problems related to segmentation detection quantification measurements classification etc.
- Implementation experience with a variety of highlevel languages (e.g. Python C)
- Experience with highdimensional imaging data and waveform/timeseries data.
- Preferred Qualifications
- Experience and demonstrated capability to handle challenges with vague or abstract problem definition.
- Experience with frameworks and tools such as DeepSpeed HuggingFace Megatron PyTorch lightning etc.
- Experience with various MLOps ModelOps FMOps (Foundation Model Ops) methods.
- Experience working with large scale AI training.
- An indepth understanding of machine learning algorithms and modeling (e.g. semisupervised or weakly supervised learning generative models transfer learning optimization large language models etc.
- Track record in developing machine learning solutions using massive realworld data for solving real world business problems.
- In depth experience with Spark/Hadoop and either PyTorch/Tensorflow
- Experience creating production environment data analytics and applications
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.
- Must be willing to travel to attend meetings workshops conferences & etc.
- Must be willing to work out of an office located in the greater Seattle Area.
- About Team
- GE Healthcare teams are based in the US (San Ramon Bellvue) France Israel (Tel Aviv) and India (Bangalore). This gives us several core overlap hours for shared meetings.
- Work/Life Balance
- Our team also puts a significant value on worklife balance. Having a healthy balance between your personal and professional life is crucial to your happiness and success here. We dont focus on how many hours you spend at work or online. Instead were happy to offer a flexible schedule so you can have a more productive and wellbalanced lifeboth in and outside of work.
- 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.
Inclusive Team Culture
Here at GEHC we embrace our differences. We are committed to furthering our culture of inclusion. We have many employeeled 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. Were partnering with our customers to fulfill healthcares 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.
Relocation Assistance
Available.
GE HealthCare offers a great work environment professional development challenging careers and competitive compensation. GE HealthCare is anEqual 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 COVID19 some GE HealthCare customers have vaccination mandates that may apply to certain GE HealthCare employees.
Relocation Assistance Provided: Yes
Required Experience:
Senior IC
Employment Type
Full-Time
