OHSU School of Dentistry · 3 hours ago
Operations Modeling Data Scientist (System Application Analyst, Sr)
United States
Full-time
Remote
Mid, Senior Level
$100K/yr - $151K/yr
4+ years expOHSU School of Dentistry is part of Oregon Health and Science University, focused on managing information to accomplish its missions. The Operations Modeling Data Scientist will build predictive models, provide technical leadership in advanced analytics, and create dashboard tools to visualize data for decision-making within the organization.
Higher Education
Responsibilities
This position is responsible for building predictive, forecasting, and optimization models for the system of hospitals at OHSU health. Designs models necessary to forecast capacity issues facing the institution
Providing technical leadership for defining and developing advanced analytics products
Use methods from statistics (regression, survival modeling), econometrics (time series), and AI modeling (LLM or multi-modal)
Develop code that meets standards for reliability and scalability
Output from the model should be provided in various forms to allow other users across the institution to use them
Delivering business intelligence products under required timelines and quality standards
Work with ETL engineers to ensure efficient use of data
Creating and maintaining a dashboard tool for visualizing and interacting with models
Analyzing present and future data needs of customers and makes recommendations on options and alternatives for implementing applications, systems, or clinical/operational workflows and processes
Configuration of output for use in dashboards, databases or other tabular forms
Assists customers with the development of test plans and testing schedules for new systems and applications
Contributing to the design of analytic, application, or workflow specifications for the most complex and critical OHSU systems and applications
Ensuring data integrity and validity of models and systems
Designs, develops and documents new applications and systems or clinical/operational workflows
Design data reporting to make modeling results available to customers and other analysts at the institution
Works with vendors, other technical staff and customers to design, develop, test and implement interfaces between systems
Will fully understand and utilize the System Development Life Cycle (SDLC) process and procedures at OHSU
Will manage projects by creating timelines, identifying risks and milestones, and providing status reporting to others as defined
Assumes project management responsibilities for small projects or sub-projects within a larger project
Other duties as assigned
Qualification
Required
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
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
Time Series forecasting using ARIMA
Statistical modeling using Time to event (survival) methods
Data Visualization experience with Power BI, Tableau, Python
Predictive modeling using R, Python (pandas, numpy, matplotlib, scikit-learn)
Strong experience with cloud-based platforms (Fabric, Databricks) and transformation tools (PySpark, MLFlow)
Understanding of health record data
Programming in a GIT environment
Preferred
Master's degree in operations research, engineering, economics, or computer science and four years work related experience in the operational healthcare environments field or a combination of clinical or operational healthcare environments
Experience with Epic or similar medical record system
Demonstrated data analytics product development experience
Experience with HR pay and schedule data
System Dynamics Modeling using scripting languages and software
Company
OHSU School of Dentistry
The School of Dentistry shares the mission of the Oregon Health & Science University to provide educational programs, basic and clinical research, and high-quality care and community programs.
201-500 employees
H1B Sponsorship
OHSU School of Dentistry 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
2023 (1)
2022 (5)
Funding
Current Stage
Growth StageCompany data provided by crunchbase