Sr Staff AI Scientist

Job Description SummaryThe Sr Staff AI Scientist will work in and lead teams as technical domain expert addressing statistical, machine learning and data understanding problems in a commercial technology and consultancy development environment. In this role, you will contribute to the development and deployment of modern machine learning, operational research, semantic analysis, and statistical methods for finding structure in large data sets.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.Job DescriptionResponsibilities:Are you passionate about using AI to transform healthcare? We are looking for a highly motivated individual, passionate about AI to join the newly formed GE Healthcare AI group. As the Senior Staff AI Scientist, you will focus on exciting generative vision, text, speech, time-series, and multi-modal problems related to segmentation, object detection, large-scale generative models, large-scale pretraining, prompt tuning, distillation, robustness, responsible AI, quantization, etc. Additionally, you will be responsible for:Design and implement networks to provide automation of clinical tasks using one or more of medical images, electronic medical records, waveforms, and clinical reports.Provide guidance to data collection teams on test protocols including design of experiments, sample size, and statistical distributions.Demonstrate algorithms meet accuracy requirements on general subject population through statistical analyses and error estimationGather and analyze data, devise innovative data science solutions and build prototypes to enable development of high-performance algorithms in scalable, product-ready code.Initiate and propose unique and promising deep learning capabilities, develop new and innovative algorithms and technologies, pursuing patents where appropriateStay current on published state-of-the-art algorithms and competing technologies.Contribute to the development of software and data delivery platforms that are service-oriented with reusable components across teams (multiple teams) that can be orchestrated together into different methods for different businesses.Research and evaluate emerging technology, industry and market trends to assist in product development and/or operational support activities to for multiple teams or complex scenarios.Qualifications: Master’s Degree in a “STEM” major (Science, Technology, Engineering, Mathematics) or equivalent field plus 6 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.Post-doctoral fellowships can be substituted for industry experience if it is in a relevant area.Demonstrated expertise in building deep learning models such as CNN, RNN, LSTM and GANs.Strong implementation experience with a variety of high-level languages (e.g. Python) and frameworks (PyTorch, Keras, TensorFlow) and tools such as DeepSpeed, HuggingFace, Megatron, PyTorch lightning, etc.Experience with high-dimensional imaging data and waveform/time-series data.A desire to be hands-on and help invent the future of next-gen AI in Healthcare!Preferred Qualifications:Ph.D. in a “STEM” major (Science, Technology, Engineering, Mathematics) or equivalent field plus 5 years’ experience in computer vision, machine learning, etc. Post-doctoral fellowships can be substituted for industry experience if it is in a relevant area.Publication record in top conferences (such as NeurIPS, CVPR, ICML, ICLR, etc.)Experience and demonstrated capability to handle challenges with vague or abstract problem definition.Strong experience with various MLOps, ModelOps, FMOps (foundation modelOps) methods.Strong experience working with large scale AI training.Skills to influence cross functional teams within GE HealthCare​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 San Ramon, CAGE Healthcare teams are based in the US (San Ramon, Bellevue), France, Israel (Tel Aviv), and India (Bangalore). This gives us several core overlap hours for shared meetings.Work/Life BalanceOur team also puts a significant value on work-life balance. Having a healthy balance between your personal and professional life is crucial to your happiness and success here. We don’t focus on how many hours you spend at work or online. Instead, we’re happy to offer a flexible schedule so you can have a more productive and well-balanced life—both in and outside of work.Mentorship & Career GrowthWe 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 CultureHere 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 UsAt 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.#LI-HT1 #LI-HYBRIDFor U.S. based positions only, the pay range for this position is $156,672.00-$235,008.00 Annual. It is not typical for an individual to be hired at or near the top of the pay range and compensation decisions are dependent on the facts and circumstances of each case. The specific compensation offered to a candidate may be influenced by a variety of factors including skills, qualifications, experience and location. In addition, this position may also be eligible to earn performance based incentive compensation, which may include cash bonus(es) and/or long term incentives (LTI). GE HealthCare offers a competitive benefits package, including not but limited to medical, dental, vision, paid time off, a 401(k) plan with employee and company contribution opportunities, life, disability, and accident insurance, and tuition reimbursement.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: YesJob SummaryJob number: R3742710Date posted : 2024-01-21Profession: Digital Technology / ITEmployment type: Senior Level