Business Intelligence Architect Internal Medicine
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Job Summary
* This position is not eligible for university sponsorship for employment authorization. *
BASIC FUNCTION
Work closely with clinical research and data analysis teams to gather analyze and interpret complex healthcare data sets under supervision from senior data scientists and research managers. Extract relevant data from relational database systems in clinical data warehouses using SQL apply expertise in statistical analysis by using R Python or similar tools and contribute to research studies at the University of Iowa Carver College of Medicine and the Iowa City Veteran Affairs Medical Center.
KEY AREAS OF RESPONSIBILITY
- Utilize Python R or SAS (or similar programming languages) to clean preprocess analyze and visualize large datasets to extract meaningful insights.
- Implement reproducible analysis pipelines ideally using Git/GitHub-based collaborative development workflows adhering to open-science practices.
- Perform advanced data analysis techniques.
- Relational Database Expertise: Design and optimize SQL queries to retrieve manipulate and transform data from relational databases and other data sources.
- Perform advanced modeling including multi-task learning sequence/time-series forecasting survival/event-time analysis and risk stratification for health services research studies.
- Conduct high-dimensional causal inference and mediation analysis to map pathways linking exposures confounders and clinical mediators to health outcomes.
- Evaluate and audit clinical ML and NLP models for calibration uncertainty estimation interpretability and subgroup fairness.
- Apply advanced statistical and machine learning techniques to develop longitudinal predictive models and clinical algorithms.
- Work closely with health services investigators on the initiation of new research projects and the development of study design and analytic plans for grant proposals.
- Prepare scientific manuscripts and reports jointly with a team of health services investigators.
- Ensure data quality and integrity through data validation cleaning and error detection.
- Stay updated on the latest developments in data science statistical analysis and relevant technologies.
- Mentor junior-level analysts serve as a technical lead and drive technology roadmaps for data operations leveraging your organizational leadership experience.
QUALIFICATIONS
Required Qualifications:
A Masters degree or an equivalent combination of education and experience is required.
Complex Data Analysis: Substantial experience in complex data analysis using software/languages such as R Python or similar is required.
Advanced Statistical Modeling: Mastery of advanced statistical modeling such as generalized linear regression mixed-effect generalized linear regression and Cox regression models is required.
Database Optimization: In-depth knowledge of relational database systems and proficiency in SQL query optimization is required.
Core Competencies: Excellent analytical and problem-solving skills are required.
Desired Qualifications:
- Ph.D. completed or near completion in a quantitative field is preferred
- Trial Design & Causal Inference: Experience in trial design and/or causal inference and mediation methodology is desired.
- Machine Learning: Experience with machine learning predictive modeling and advanced frameworks (e.g. multi-task learning deep learning) is desired.
- Text Analytics: Experience with text classifications and natural language processing is desired.
- Collaborative Mindset: The ability to work both independently and collaboratively in a fast-paced multi-disciplinary research team is desired.
- Supervision & Leadership: The ability to provide functional and/or administrative supervision of staff and mentor junior-level analysts is desired.
Position and Application Details
In order to be considered for an interview applicants must upload the following documents and mark them as a Relevant File to the submission:
- Resume
- Cover Letter
Job openings are posted for a minimum of 7 calendar days and may be removed from posting and filled any time after the original posting period has ended.
Successful candidates will be required to self-disclose any conviction history and will be subject to a criminal background check and credential/education verification. Up to 5 professional references will be requested at a later step in the recruitment process.
For additional questions please contact
Required Experience:
Staff IC
About Company
The University of Iowa is a top-tier public research university in Iowa City—home to more than 32,000 students, offering world-class programs across 200+ fields of study, renowned especially for its creative writing, acclaimed medical center, and balanced excellence in the arts and sc ... View more
