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Data Scientist I - Epic Model Monitoring
Career Insights for Generative Artificial Intelligence Engineer
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Based on Illinois data
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What they do
A Generative Artificial Intelligence Engineer develops, designs, and manages generative models and algorithms that support the generation of new content in the form of images, text, audio, and other multimedia. They utilize GPTs, GANs, VAEs, and other deep learning architectures to craft systems capable of generating data. May work with data scientists, machine learning engineers, and software developers.
$123,205 / year median in Illinois
Job Description
Hourly Pay Range:
$34.41
•$53.34
•The hourly pay rate offered is determined by a candidate's expertise and years of experience, among other factors.
Position Highlights:
Position:
Data Scientist I
•
Epic Model Monitoring Location:
Skokie, IL Full Time Hours:
Monday-Friday, 8:00am
•4:30pm
Required Travel:
local travel to other corporate sites may be needed
Hybrid Position A Brief Overview:
As a Data Scientist I at Endeavor Health, you will be responsible for developing solutions for automated monitoring of quantitative, predictive, prescriptive, and Generative AI (GenAI) models on Epic. Your primary focus will be on automating the monitoring of our clinical prediction models and developing dashboards for GenAI models, heavily leveraging our Epic ecosystem
•specifically Epic Cogito and Nebula , to monitor patient outcomes and increase operational efficiency. This role requires intellectual curiosity, proactive problem-solving, and the ability to work independently in a fast-evolving, ambiguous environment. We're looking for people who thrive even when the roadmap is still being drawn. Effective communication skills are essential to translate complex AI concepts for non-technical stakeholders and collaborate across product, engineering, and business teams. You will serve as an internal Epic expert, leading efforts to understand, enhance, develop frameworks for AI monitoring, and rapidly prototype and build innovative features that improve accuracy, reliability, and user experience.
What you will do:
Model & GenAI Monitoring:
Design, build, and maintain automated systems for monitoring the performance, health, and usage of both predictive models and GenAI models running in Epic Nebula and tracked via Cogito dashboards.
Data Collection and Preprocessing:
Collect, clean, and preprocess data directly from Epic Chronicles, Caboodle, and the enterprise data lakehouse to prepare it for analysis and model validation.
Implementation and Validation:
Assist in the end-to-end analytics product lifecycle, from initial configuration and testing in a proof-of-concept environment to deployment and validation in production.
Analysis and Communication:
Document your work and communicate findings to both technical and non-technical stakeholders.
Collaboration:
Work closely with peers, IT experts, and clinical teams to help design and develop end-to-end analytics products and ensure that model outputs are effectively integrated into clinical workflows.
What you will need:
Education:
Bachelor's in Data Science, Computer Science, Statistics, Mathematics, Engineering, or related fields.
Certification:
Epic Cogito Fundamentals (or within 90 days of hire date)
Experience:
Minimum 2 years of experience in data science, analytics, or similar role. Minimum 2 years of experience with Epic is a plus.
Unique or Preferred Skills:
Intellectual curiosity. Advanced degree in statistics (preferred), applied mathematics, predictive analytics, computer science, operations research or related quantitative discipline. Proven, hands-on experience navigating, querying, and working within Epic Cogito and Nebula . High proficiency in Python and SQL. Familiarity with snowflake or other data lakehouse platforms is a plus. Good written and verbal communication skills. Familiarity with or interest in the healthcare industry is a plus. Benefits (For full time or part time positions): Incentive pay for select positions Opportunity for annual increases based on performance Career Pathways to Promote Professional Growth and Development Various Medical, Dental, Pet and Vision options Tuition Reimbursement Free Parking Wellness Program Savings Plan Health Savings Account Options Retirement Options with Company Match Paid Time Off and Holiday Pay Community Involvement Opportunities Endeavor Health is a fully integrated healthcare delivery system committed to providing access to quality, vibrant, community-connected care, serving an area of more than 4.2 million residents across six northeast Illinois counties. Our more than 25,000 team members and more than 6,000 physicians aim to deliver transformative patient experiences and expert care close to home across more than 300 ambulatory locations and eight acute care hospitals
•Edward (Naperville), Elmhurst, Evanston, Glenbrook (Glenview), Highland Park, Northwest Community (Arlington Heights) Skokie and Swedish (Chicago)
•all recognized as Magnet hospitals for nursing excellence. For more information, visit www.endeavorhealth.org . When you work for Endeavor Health, you will be part of an organization that encourages its employees to achieve career goals and maximize their professional potential. Please explore our website ( www.endeavorhealth.org ) to better understand how Endeavor Health delivers on its mission to "help everyone in our communities be their best". Endeavor Health is committed to working with and providing reasonable accommodation to individuals with disabilities. Please refer to the main career page for more information. At Endeavor Health, we are united by a shared commitment to working together to create a culture of connection and belonging—each of us bringing different skills and experiences as we deliver safe, seamless, and personal care. Every person, every time. We are committed to fostering an environment where all team members can be their best, learn, and pursue excellence together.
EOE:
Race/Color/Sex/Sexual Orientation/ Gender Identity/Religion/National Origin/Disability/Vets, VEVRRA Federal Contractor.
Benefits
- Paid Time Off (PTO)
- Financial Aid/Assistance
- Professional Development
- Other Retirement and Savings