Data Scientist II - Deep Learning

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Company Overview
At Memorial Sloan Kettering (MSK), we're not only changing the way we treat cancer, but also the way the world thinks about it. By working together and pushing forward with innovation and discovery, we're driving excellence and improving outcomes. We're treating cancer, one patient at a time. Join us and make a difference every day.
MSK requires all new hires, volunteers, and vendors who come onsite to provide proof of COVID-19 vaccination. This is based on the COVID-19 vaccines' high level of protection and our shared responsibility in protecting our patients.
Beginning on February 21, 2022, MSK will require all new hires, volunteers, and vendors who come onsite to provide proof of complete COVID-19 vaccination series + booster (once eligible). Individuals currently eligible for a COVID-19 booster must get their booster, or have an approved exemption as a condition of employment at MSK. Individuals can get their COVID-19 booster 5 months after receiving their second dose of either the Pfizer-BioNTech or Moderna COVID-19 vaccine, or 2 months after the Johnson & Johnson vaccine. Individuals who are not yet eligible for a booster must meet this criteria within 30 days of becoming eligible.
Job Description
We're delighted to announce the role of Data Scientist II, reporting up to Senior Director and Head of NextGen Analytics and AI/ML in the Digital Solutions group of MSKCC DigITs (Digital Informatics and Technology Solutions) organization. You will apply your strong hands-on knowledge of next generation Analytics platforms and technologies with interactive Visualization, AI/ML, Simulation and Optimization functionalities, to help build predictive models and then deploy on a production ready end-to-end lifecycle environment, leveraging a AI Factory approach
This is an extremely motivating role, that provides you the opportunity to impact the lives of millions of patients and drive operational efficiencies across MSKCC.
What you'll do:

  • Work with various open systems and commercial vendor technologies to extract and shape data for feature engineering, conduct exploratory data analysis and when relevant build machine learning or deep learning predictive models
  • Collaborate with colleagues from the Architecture, UDF, EDG, Cloud, Systems teams and Data Scientists across Tech Incubation, Strategy and Innovation, SKI and Clinicians.
  • Share best practices and tutorials via blogs, presentations and live demos


Who you are:

  • 2-4 years AI/ML and next generation analytics deep industry/academic experience
  • Have supported building and deploying production ready AI/ML and other mathematical models
  • Hands-on experience with popular Deep Learning frameworks such as Keras or PyTorch Lightning (for quick prototyping), TensorFlow, PyTorch or other platforms for scalable problems
  • Experience with scaling AI/ML model training and inferencing on GPUs, TPUs and other emerging compute platforms
  • Strong familiarity with ML packages RStudio, R, Sklearn, XGBoost, LightGBM, Spark ML
  • Data-driven with good understanding of multi-modal and polyglot data repositories, spanning Relational, NoSQL and modern Big data architectures on multi-cloud environments
  • Healthcare experience a plus; we're excited to enhance your domain skills!


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Benefits
Competitive compensation packages | Sick Time |Generous Vacation+ 12 holidays to recharge & refuel| Internal Career Mobility & Performance Consulting | Medical, Dental, Vision, FSA & Dependent Care|403b Retirement Savings Plan Match|Tuition Reimbursement |Parental Leave & Adoption Assistance |Commuter Spending Account |Fitness Discounts &Wellness Program | Resource Networks| Life Insurance & Disability | Remote Flexibility
Closing
MSK is an equal opportunity and affirmative action employer committed to diversity and inclusion in all aspects of recruiting and employment. All qualified individuals are encouraged to apply and will receive consideration without regard to race, color, gender, gender identity or expression, sexual orientation, national origin, age, religion, creed, disability, veteran status or any other factor which cannot lawfully be used as a basis for an employment decision.
Federal law requires employers to provide reasonable accommodation to qualified individuals with disabilities. Please tell us if you require a reasonable accommodation to apply for a job or to perform your job. Examples of reasonable accommodation include making a change to the application process or work procedures, providing documents in an alternate format, using a sign language interpreter, or using specialized equipment.

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Location

1275 York Avenue, New York, NY 10065

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