Research Scientist, Advanced Computer Vision and Analytics for Inflammatory Bowel Disease

University of Virginia

15h•$110,000

About The Position

The University of Virginia School of Data Science invites highly motivated and qualified applicants to apply for our Research Scientist position. We are seeking individuals passionate about leveraging cutting-edge data science methods, including machine learning, computer vision, and deep learning to revolutionize our understanding of inflammatory bowel disease (IBD). Successful candidates will help research and develop state-of-the-art molecular and data science techniques to characterize the metabolic shifts, genetic signatures, and tissue features associated with inflammatory bowel disease subtypes. This position will report to Donald E. Brown and collaborate closely with a world-renowned multidisciplinary team in IBD research.

Requirements

Doctoral degree (PhD or equivalent) in Data Science, Engineering (Systems, Biomedical, Electrical, Mechanical, Chemical), Applied Mathematics, Computer Science, Physics, or a related quantitative field, completed at the time of hire.
Strong publication record commensurate with experience, demonstrating original research contributions.
Proficiency in programming languages commonly used in research (e.g., Python).
Excellent analytical, problem-solving, critical thinking, and communication (written and oral) skills.
Ability to work independently and collaboratively in a dynamic research environment.

Nice To Haves

Demonstrated expertise in one or more of the following:
Computer vision - deep learning methods to improve interpretation and understanding of high-resolution medical imagery.
Feature engineering - feature extraction from physiological signals.
Machine Learning / AI: Supervised/unsupervised learning, deep learning, reinforcement learning, learning-based control, model validation.
Experience with physiological modeling.
Experience in analyzing real-world physiological data from imagery and genetic signatures.

Responsibilities

Conduct supervised and independent research applying computational and engineering principles to challenges in IBD.
Develop, implement, and test novel algorithms, models, and machine learning methodologies.
Analyze complex, high-dimensional physiological and clinical data.
Contribute to the design and execution of clinical research protocols.
Prepare high-impact manuscripts for peer-reviewed publication and present findings at national/international scientific conferences.
Collaborate effectively within a multidisciplinary team environment.
There are no direct patient care responsibilities; however, the role involves close interaction with clinical data and collaborators within the UVA and Duke Schools of Medicine.

Benefits

UVA Health Plan: the choice between 3 different health plans
Vision Coverage
Dental Plan
Benefit Savings Plans
Life Insurance
Disability Benefits
Paid Time Off: starting with 22 days of time off per year, 12 or more holidays, 8 weeks parental leave
Education Benefits (visit Education Benefits for additional information) After six months of employment, full-time and part-time (20+ hours) employees in a benefits-eligible position are offered options of:
Use of up to $5250 per calendar year towards a for-credit degree program or for-credit certificate program
Use of up to $2000 of the total $5250 noted above per calendar year for professional development including job-related training, conferences, and initial certificate exams.