Data Scientist I - Epic Model Monitoring
edkeyAbout the role
Important disclosure: Careertakes (by Edkey) is a third-party recruiting platform supporting this hiring process. If selected, you will be employed directly by our client.
Applicants for this role may also receive access to additional matched opportunities through the Careertakes platform.
Role Overview
Confidential Client is seeking a Data Scientist I - Epic Model Monitoring to design, build, and maintain automated monitoring systems for predictive and Generative AI (GenAI) models operating in the Epic ecosystem (Cogito and Nebula). This is a full-time, hybrid position based in Skokie, IL (Monday–Friday, 8:00am–4:30pm) with occasional local travel. The role emphasizes automation, model validation, dashboarding, and clear communication with clinical and technical stakeholders.
Hourly pay range: $34.41 - $53.34.
What You’ll Do
Design, build, and maintain automated monitoring systems for model performance, health, usage, and drift (predictive and GenAI) running in Epic Nebula and tracked via Cogito dashboards.
Collect, clean, and preprocess data from Epic Chronicles, Caboodle, and the enterprise data lakehouse for analysis and validation.
Support the end-to-end analytics lifecycle: prototype in proof-of-concept environments, configure and test models, deploy to production, and validate performance.
Build dashboards and reports to surface model metrics, performance degradation, data drift, and clinical impact.
Collaborate closely with product, engineering, IT, and clinical teams to integrate model outputs into workflows and to ensure safe, reliable operation.
Document methods, maintain reproducible workflows, and contribute to monitoring frameworks and governance practices.
Communicate technical findings clearly to non-technical stakeholders and help drive actionable remediation when issues are detected.
Minimum Qualifications
Bachelor’s degree in Data Science, Computer Science, Statistics, Mathematics, Engineering, or a related field.
Minimum 2 years of experience in data science, analytics, or a similar role.
Epic Cogito Fundamentals certification (or ability to obtain within 90 days of hire).
High proficiency in Python and SQL.
Experience with Epic (Cogito, Nebula, Chronicles, Caboodle) is a strong plus.
Strong analytical mindset, intellectual curiosity, and effective written and verbal communication skills.
Preferred Qualifications
Advanced degree in statistics, applied mathematics, predictive analytics, computer science, operations research, or related quantitative discipline.
Proven hands-on experience navigating and querying Epic Cogito and Nebula.
Familiarity with Snowflake or other data lakehouse platforms.
Experience with monitoring GenAI models in clinical contexts and understanding of model governance in healthcare.
Prior experience working with clinical teams and understanding of healthcare data sources.
Compensation & Benefits
Hourly pay range: $34.41 - $53.34 (range reflects experience and qualifications).
Full-time (hybrid) schedule: Monday–Friday, 8:00am–4:30pm; local travel to other corporate sites as needed.
Benefits may include: medical, dental, vision, pet coverage options, retirement plan with company match, tuition reimbursement, paid time off and holiday pay, wellness programs, health savings account options, and community involvement opportunities.
Opportunities for professional growth, annual performance-based increases, and career pathways.
About Confidential Client
Confidential Client is a fully integrated healthcare delivery system serving communities across northeast Illinois through hospitals and ambulatory locations. The organization focuses on delivering high-quality, patient-centered care and invests in employee development and career growth.
Confidential Client is committed to providing reasonable accommodations to individuals with disabilities during the hiring process.
Equal Opportunity & Hiring Transparency
Careertakes and our client are Equal Opportunity Employers committed to building a diverse and inclusive workforce. We prohibit discrimination or harassment of any kind.
To support a fair and efficient hiring process, AI tools may be used to assist with application review or resume screening. These tools do not replace human decision-making. Final hiring decisions are made by people.
If you have questions about how your data is used, please contact us directly.
Responsibilities
- Design, build, and maintain automated monitoring systems for model performance, health, usage, and drift.
- Collect, clean, and preprocess data from Epic Chronicles, Caboodle, and the enterprise data lakehouse.
- Support the end-to-end analytics lifecycle: prototype, configure, test, deploy, and validate models.
- Build dashboards and reports to surface model metrics and performance degradation.
- Collaborate with product, engineering, IT, and clinical teams to integrate model outputs.
- Document methods and maintain reproducible workflows.
- Communicate technical findings clearly to non-technical stakeholders.
Qualifications
- Bachelor’s degree in Data Science, Computer Science, Statistics, Mathematics, Engineering, or a related field.
- Minimum 2 years of experience in data science, analytics, or a similar role.
- Epic Cogito Fundamentals certification (or ability to obtain within 90 days of hire).
- High proficiency in Python and SQL.
Benefits
- Medical, dental, vision, pet coverage options.
- Retirement plan with company match.
- Tuition reimbursement.
- Paid time off and holiday pay.
- Wellness programs.
- Health savings account options.
- Community involvement opportunities.
Skills mentioned
About edkey
Edkey is an AI-powered education technology company building the intelligence layer between learning and career outcomes. Founded by a team of former Edmodo executives and edtech veterans collectively serving over 140 million students and teachers worldwide. Edkey combines decades of experience across institutions including Stanford University, Redbird Advanced Learning, McGraw Hill, Discovery Education, and Edmentum. With more than 50 years of experience in educational product innovation, our team understands both the classroom and the future of work. Our Mission To empower students to transition fluidly from classroom to career — and back again — using AI to support continuous upskilling and advancement. Our Core Products QuickTakes QuickTakes is an AI-powered study companion that transforms lectures into structured, personalized learning materials. Students can record live classes or upload audio, video, or YouTube links to automatically generate: Lecture summaries Study guides Glossaries of key terms Structured outlines Lecture transcripts Practice problems Recommended videos QuickTakes allows students to focus fully during lectures while AI handles the note-taking and knowledge organization — improving comprehension, retention, and performance. careertakes careertakes extends learning beyond the classroom by helping students translate their academic work into real-world opportunities. Powered by AI, careertakes helps users build professional profiles, optimize resumes, and discover relevant job matches aligned with their skills and coursework. By connecting education to employability, careertakes bridges the gap between studying and getting hired. The Edkey Vision Education shouldn’t stop at note-taking. It should unlock opportunity. Edkey is building an integrated ecosystem where AI supports students through every stage — from understanding lecture material to securing meaningful career outcomes. From classroom to career — powered by AI.
H-1B sponsorship history
Historical employer filing data was found for edkey. The employer record includes 2 historical certified applications. This is employer-level history, not a guarantee that this role currently offers sponsorship.