A Commonwealth of Virginia Website
Virginia Mountain View

Health Data Scientist

Research / Scientific

Roanoke

Health Data Scientist

  • 524398
  • Roanoke, Virginia, United States
  • Statistics
  • Research / Scientific
  • Administrative & Professional
  • Virginia Tech University

Job Description

On a daily basis the candidate may be required to extend knowledge in the application of data analysis and predictive modeling to common healthcare datatypes and outcomes. Qualified candidates should have demonstrated experience in developing statistical analysis plans, applying Bayesian statistical methods, classical parametric modelling, and contemporary data driven approaches, including generalized linear and nonlinear approaches, to predict clinical outcomes from health records and administrative claims data, and preparing summary reports and presentations for relevant stakeholders. Special consideration will be given for direct experience in identifying, analyzing, and predicting hospital readmission events as defined and described in CMS’s Hospital Readmissions Reduction Program (HRRP).

Healthcare Data Scientist Responsibilities: Performing relevant literature searches and developing hypothesis driven analytic plans; Compiling and organizing healthcare data, including electronic health records, ICD diagnosis, procedural, and pharmacy claims data, laboratory results data, and patient demographic data; Designing, developing, and deploying predictive statistical models using healthcare data to predict relevant clinical and administrative outcomes in a secure and scalable environment; Collaborating with clinical and administrative teams to define business objectives and tailor analysis to measurable and durable performance metrics; Contributing to final predictive modeling recommendations and disseminating results to relevant stakeholders.

Required Qualifications

Master’s degree in mathematics, statistics, data science, engineering, or related field, along with experience in a statistical analytics role; or bachelor’s degree in mathematics, statistics, data science, engineering, or related field, along with experience in a data science or statistical analytics role.

Knowledge of big data platforms and tools, including parallel computing frameworks such as Apache Spark and CUDA

Knowledge and experience in cloud computing platforms, including Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP)

Expertise with relational databases and querying languages such as SQL;

Proficiency with statistical programming languages SAS, R, and Python for data manipulation, analysis, and predictive modeling

Knowledge and experience applying classical frequentist and Bayesian methods, data driven machine learning, deep learning, and AI techniques, combined with sensitivity analyses and evaluation techniques

Health data domain expertise required, including knowledge and experience working with EHR data, administrative claims data, and health economic data

Data visualization experience and presentation skills required; Experience with software engineering best practices, including git version control for source code management, automated testing and CI/CD, and agile development;

Excellent written and verbal communication skills

Excellent interpersonal skills

Excellent critical thinking skills

Leadership and visionary abilities preferred.

 

Appointment Type

Restricted

Salary Information

Commensurate with experience

Review Date

02/20/2023

Additional Information

The successful candidate will be required to have a criminal conviction check.

About Virginia Tech

Dedicated to its motto, Ut Prosim (That I May Serve), Virginia Tech pushes the boundaries of knowledge by taking a hands-on, transdisciplinary approach to preparing scholars to be leaders and problem-solvers. A comprehensive land-grant institution that enhances the quality of life in Virginia and throughout the world, Virginia Tech is an inclusive community dedicated to knowledge, discovery, and creativity. The university offers more than 280 majors to a diverse enrollment of more than 36,000 undergraduate, graduate, and professional students in eight undergraduate colleges, a school of medicine, a veterinary medicine college, Graduate School, and Honors College. The university has a significant presence across Virginia, including the Innovation Campus in Northern Virginia; the Health Sciences and Technology Campus in Roanoke; sites in Newport News and Richmond; and numerous Extension offices and research centers. A leading global research institution, Virginia Tech conducts more than $500 million in research annually.

Virginia Tech does not discriminate against employees, students, or applicants on the basis of age, color, disability, sex (including pregnancy), gender, gender identity, gender expression, genetic information, national origin, political affiliation, race, religion, sexual orientation, or military status, or otherwise discriminate against employees or applicants who inquire about, discuss, or disclose their compensation or the compensation of other employees or applicants, or on any other basis protected by law.

If you are an individual with a disability and desire an accommodation, please contact Amanda Boone at amandab22@vt.edu during regular business hours at least 10 business days prior to the event.

 

Each agency within the Commonwealth of Virginia is dedicated to recruiting, supporting, and maintaining a competent and diverse work force. Equal Opportunity Employer

Sign up for job alerts

Not You?

Thank you

Share this job

Not You?

Thank you for sharing this job

Similar Jobs

Quality Improvement Coord

UVA Medical Center R0043842 Charlottesville Virginia United States Charlottesville, Virginia, United States
Responsible for leading and managing quality improvement initiatives impacting core clinical processes and critical patient care functions. Works collaboratively with executive leadership administrators managers and physicians to identify and enha...

Clinical Lab Scientist - Blood Bank, Day Shift

UVA Medical Center R0042493 Charlottesville Virginia United States Charlottesville, Virginia, United States
Sign-on bonus available to the hired Clinical Lab Scientist $5,000 for Clinical Lab Scientist 2 $2,500 for Clinical Lab Scientist 1 Pay range shown is for a Clinical Lab Scientist 2. Requirements: - Must work a 40 hour/week full-time schedule...

Manager, Employee Career and Professional Development

The University of Virginia R0044368 Charlottesville Virginia United States Charlottesville, Virginia, United States Human Resources Group
The University of Virginia Human Resources (UVA HR) organization is seeking a Manager of Employee Career and Professional Development. The Manager will help craft the vision and strategy to develop the UVA workforce for the future, with exciting o...

DEI Advancement Associate

The University of Virginia R0044612 Charlottesville Virginia United States Charlottesville, Virginia, United States Advancement
UVA’s Office of University Advancement seeks an Advancement Associate (AA) to join the University Diversity Equity and Inclusion, and University Priority development teams. The AA will assist with travel and expense reimbursement, event preparatio...

Electronic Resources & Discovery Librarian

The University of Virginia R0044649 Charlottesville Virginia United States Charlottesville, Virginia, United States Educational Resources
The Claude Moore Health Sciences Library is looking for an Electronic Resources Librarian. Reporting to the Deputy Director and residing in the Access Services department, this position is responsible for providing leadership for strategic develop...

Associate Dean of Students & Director of Residence Life

The University of Virginia R0044642 Charlottesville Virginia United States Charlottesville, Virginia, United States Student Services
The primary focus of the University of Virginia's Housing & Residence Life is to provide services and programmatic direction for all on-Grounds residential students (undergraduate and graduate), faculty, staff, and conference guests. With over two...

Apply Now

Not You?

Thank you