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Advocate Aurora Health · 1 month ago

IT Data Scientist

United States

Full-time

Remote

Entry, Mid Level

$51.05/hr - $76.60/hr

2+ years exp

Advocate Aurora Health is the third-largest nonprofit, integrated health system in the United States, created from the combination of Advocate Aurora Health and Atrium Health. They are seeking an IT Data Scientist to collaborate with stakeholders, develop data-driven initiatives, and apply machine learning techniques to enhance healthcare operations and outcomes.

Health Care

H1B Sponsor Likely

Responsibilities

Collaborate with stakeholders and subject matter experts to define and refine data-driven initiatives that enhance healthcare operations and outcomes

Develop a strong understanding of complex, high-volume, and heterogeneous data, ensuring rigorous data development, cleaning, and validation

Apply machine learning and statistical modeling techniques, including regression, classification, clustering, time series forecasting, and ensemble methods

Utilize LLM-based text analytics and NLP techniques to extract insights from unstructured data sources such as clinical notes and reports

Perform exploratory data analysis and build structured analytical workflows using Python, R, and SQL

Communicate findings and methodologies effectively to both technical and non-technical audiences through reports, presentations, and interactive visualizations

Independently manage projects, setting clear objectives, benchmarks, and milestones while balancing iterative development with accountability

Develop well-documented, reusable code on cloud computing platforms to support analytical pipelines

Follow best practices in collaborative software development, including version control (Git) and modular code design

Qualification

Machine LearningStatistical ModelingPythonSQLRNLPData AnalysisCritical ThinkingProject ManagementCollaborationCommunication

Required

PhD in Data Science, Computer Science, Statistics, Applied Mathematics, Engineering, Biomedical Informatics or a related field, OR a Master's degree with 2-4 years of applied experience in data science or machine learning

Typically requires 2-4 years of experience in solving complex problems in an analytical environment

Extensive experience working with large-scale structured and unstructured data, ensuring data quality and interpretability

Proficiency in Python and/or R for advanced data analysis, machine learning, and model deployment, along with strong SQL skills for working with large datasets

Expertise in statistical modeling, machine learning, and AI techniques, including regression, classification, time series forecasting, and ensemble methods, with experience in at least some advanced techniques (e.g., Bayesian inference, causal modeling, deep learning, LLMs, NLP, or knowledge engineering)

Demonstrated ability to lead collaborations with stakeholders, define analytics initiatives, and mentor junior team members

Strong critical thinking and problem-solving skills, with an iterative and pragmatic approach to real-world challenges

Proven ability to translate complex data into actionable insights, using storytelling, interactive dashboards, and presentations

Ability to independently manage multiple complex projects, set clear objectives, and drive high-impact initiatives

Experience writing clean, reusable, and well-documented code and working with containerization tools like Docker for model deployment

Preferred

Experience working with healthcare data (EHR, claims, clinical notes, imaging, operational workflows)

Exposure to MLOps principles, including model monitoring, lifecycle management, and CI/CD for ML models

Experience integrating AI/ML models into production environments, such as API-based decision support or real-time analytics

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

Glassdoor3.7

Advocate Aurora Health is a Healthcare

Founded in 2018

Milwaukee, Wisconsin, USA

10001+ employees

https://www.advocateaurorahealth.org/

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)