Operations Modeling Analyst (Systems/Applications Analyst, Sr.)

Overview

The mission of the Information Technology Group (ITG) is to develop, implement and maintain technology-based services and solutions enabling Oregon Health and Science University (OHSU) to effectively manage information to accomplish its missions.

Function / Duties of Position

As a member of the Office of Advanced Analytics this position will be part of a dynamic and energetic collaborative environment that supports the organization in the use of data and information to further OHSU s mission to strive for excellence in education, research and scholarship, clinical practice and community service.

Members of the Office of Advanced Analytics leverage knowledge and best practices to assist OHSU in applying advanced analytical practices such as statistical modeling, simulation and predictive analytics to facilitate decision making and planning throughout the organization.

This position will be tasked with building predictive, forecasting, and optimization models for the system of hospitals at OHSU health.

The models are designed to improve operational efficiency and performance. The domains of data will include information about patients, admissions, procedures, transfers, emergency, clinical teams, and staffing.

Models will be built using historical data and adapted for current or real-time updates. The position will work alongside a data engineer to help extract and transform data between sources.

The Operations Modeling Analyst will be helping to design visualization tools and functionality for users to interact with the modeling results.

The solution for OHSU Health is also expected to have use case in other hospitals and systems and will need to anticipate structures available in other hospitals using similar electronic medical records.

A strong analytic background solving problem with a variety of quantitative approaches is needed.

The Operations Modeling Analyst will be using methodology for time series, statistical, and predictive modeling. Models will be built in an enterprise repository (GIT) environment.

Models will be built in and adapted in scripting languages (R and python). The build will involve a combination of cloud-based tools in the Microsoft toolset, as well as interacting with Epic software.

The position exists within ITG and will have access and responsibilities of other ITG employees. ITG employees are responsible for the security of OHSU technology.

In exercising their duties, ITG employees must follow OHSU's security directives, incorporating security measures in the delivery of their everyday tasks, and are required to report security concerns to the OHSU Integrity Office and / or ITG Security Engineering team.

Required Qualifications

Education :

Master’s degree in computer science, a related field, or a clinical field and four years work related experience in the information technology field or a combination of clinical or operational healthcare environments; OR

Bachelor’s degree in computer science, a related field, or a clinical field and six years work related experience in the information technology field or a combination of clinical or operational healthcare environments; OR

Associate’s degree in computer science, a related field, or a clinical field and seven years work related experience in the information technology field or a combination of clinical or operational healthcare environments; OR

Eight years work related experience in the information technology field or a combination of clinical or operational healthcare environments; OR

Equivalent combination of education and experience where one year of experience will be substituted for an Associate’s degree and two years of experience will be substituted for a Bachelor’s degree.

Experience :

• 3 years of experience in a healthcare setting using diverse sets of data for modeling.
• Demonstrated involvement of technology solutions for product development.
• Verbal, written, and presentation skills for an executive audience.

Job Related Knowledge, Skills, and Abilities :

• Time Series forecasting using ARIMA.
• Data Visualization experience with modern BI architecture including Power BI, Tableau, Python.
• Predictive modeling using R, Python (pandas, numpy, matplotlib, scikit-learn).
• Familiarity with cloud based data transformation tools (PySpark, MLFlow, Databricks).
• Understanding of health record data.
• Programming in a GIT environment.

Additional Details

This is a Monday through Friday, 8am-5pm shift.

Work Location : MSB 9th Floor and UMG as needed

All are welcome

Oregon Health & Science University values a diverse and culturally competent workforce. We are proud of our commitment to being an equal opportunity, affirmative action organization that does not discriminate against applicants on the basis of any protected class status, including disability status and protected veteran status.

Individuals with diverse backgrounds and those who promote diversity and a culture of inclusion are encouraged to apply.

To request reasonable accommodation contact the Affirmative Action and Equal Opportunity Department at 503-494-5148 or