Advocate Aurora Health · 5 months ago
NCCT/CTMC NLP/LLM Analyst
Atrium Health Wake Forest Baptist - Medical Center Blvd, Winston Salem, NC
Full-time
Onsite
Mid Level
$38.20/hr - $57.30/hr
3+ years expAdvocate Aurora Health is a leading nonprofit health system in the United States, and they are seeking an NCCT/CTMC NLP/LLM Analyst to support their Real-World Advocate Data for Research (RADAR) team. The role involves designing and implementing predictive models using AI/ML techniques on real-world data, collaborating with clinicians and researchers, and translating insights into operational recommendations.
Health Care
Responsibilities
Design and implement predictive models using AI/ML techniques on structured and unstructured data real-world data (e.g., EHRs, radiology reports, clinical notes, images)
Conduct comprehensive data preprocessing, feature engineering, and model validation
Collaborate with clinicians and researchers to frame problems, understand data needs, and interpret model outputs
Evaluate model accuracy, fairness, bias, and explainability
Translate insights into operational recommendations through dashboards, briefings, and stakeholder presentations
Writes the results section of reports
Develops and implements new innovative procedures in the areas of data collection, quality control, presentation of results, and statistical analyses
Qualification
Required
Master's in Data Science, Computer Science, Biomedical Informatics, Statistics, Engineering, or a related field
Minimum of three years' experience in Data Science, Computer Science, Biomedical Informatics, Statistics, Engineering, or a related field
Demonstrated experience with machine learning, natural language processing (NLP), Large Language Models (LLM), or AI model development
Proficiency in Python, R, and data manipulation libraries (e.g., pandas, scikit-learn, TensorFlow/PyTorch)
Excellent communication skills and ability to translate complex technical findings for non-technical stakeholders
Preferred
Experience working with electronic health record or administrative claims datasets preferred
Prior involvement in healthcare, academic operations, or industry analytics
Familiarity with EHR systems (Epic, Cerner, etc.) and/or EHR Common Data Models (OMOP, PCORnet, etc.)
Benefits
Paid Time Off programs
Health and welfare benefits such as medical, dental, vision, life, and Short- and Long-Term Disability
Flexible Spending Accounts for eligible health care and dependent care expenses
Family benefits such as adoption assistance and paid parental leave
Defined contribution retirement plans with employer match and other financial wellness programs
Educational Assistance Program
Company
Advocate Aurora Health
Advocate Aurora Health is a Healthcare
10001+ employees
H1B Sponsorship
Advocate Aurora Health has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (1)
Funding
Current Stage
Late StageTotal Funding
$10.17MKey Investors
National Cancer Institute
2022-12-02Acquired
2019-08-20Grant· $10.17M
Leadership Team
Don Fosen - CISM, HCISPP
Chief Technology Officer
Jon Kluge
Chief Operating Officer, Senior Vice President, Advocate Aurora Medical Group
Recent News
GlobeNewswire News Room
2025-02-17
Home Health Care News
2024-03-30
Charlotte Business Journal
2023-11-21
Company data provided by crunchbase