... and neural networks for denoising, motion compensation, and data analysis * Development of ... temporary and is normally limited to an individual who has been awarded a Ph.D. or equivalent ...
... and neural networks for denoising, motion compensation, and data analysis * Development of ... temporary and is normally limited to an individual who has been awarded a Ph.D. or equivalent ...
Temporary Neural Networks information
What is the difference between Temporary Neural Networks vs Data Scientists?
| Aspect | Temporary Neural Networks | Data Scientists |
|---|---|---|
| Required Credentials | Basic understanding of neural network concepts, often with short-term training or certifications | Advanced degrees (BSc, MSc, PhD) in data science, computer science, or related fields |
| Work Environment | Project-based, often contracted or temporary roles in tech or research firms | Full-time or consulting roles in various industries including finance, healthcare, and tech |
| Employer & Industry Usage | Used mainly in AI research, machine learning projects, and startups | Widely employed across industries for data analysis, predictive modeling, and decision-making |
Temporary Neural Networks focus on short-term or project-specific AI model deployment, often requiring specialized technical skills. Data Scientists have a broader role involving data analysis, model development, and strategic insights across multiple industries. While both roles involve working with data and machine learning, Data Scientists typically have more extensive credentials and a wider scope of responsibilities.
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- Temporary Data Extraction

Research Associate, Department of Biomedical Engineering
Charlottesville, VA • On-site
Full-time
Re-posted 26 days ago
University Of Virginia rating
7.9
Based on 35 frontline employees who took The Breakroom Quiz
208th of 617 rated colleges and universities
Job description
The Research Associate will focus on developing pulmonary MRI methods on a low-field (0.55T) scanner using both conventional (proton) and hyperpolarized-xenon magnetic resonance imaging. The research will include the following:
- Development of new MRI methods, including pulse sequences, and image reconstruction techniques
- Development of strategies to improve the spatial resolution and image contrast of structural lung proton MRI using efficient spiral sampling and neural networks for denoising, motion compensation, and data analysis
- Development of strategies to improve the spatial resolution and image contrast of structural lung proton MRI using spin-echo-train pulse sequences, possibly including efficient spiral sampling
- Development of methodology for hyperpolarized xenon imaging, for the first time at this MRI field strength, including the characterization of physical properties
- Optimization of methodology for hyperpolarized xenon imaging of xenon dissolved in the membrane and red blood cell compartments of the lung
- Preparation of research results for presentation at major conferences, publication in peer-reviewed journals and inclusion in grant reports
Postdoctoral employment is temporary and is normally limited to an individual who has been awarded a Ph.D. or equivalent doctorate within the previous five years and who will be involved in full-time research or scholarship at the University. Employment as a Postdoctoral Research Associate is viewed as training and is preparatory for a full-time academic or research career, is supervised by a senior scholar, and allows the appointee to publish the results of his/her research or scholarship during the training period.
Minimum Qualifications
Education: Doctoral degree
Physical Demands
This is primarily a sedentary job involving extensive use of desktop computers. The job does occasionally require traveling some distance to attend meetings, and programs.
The anticipated hiring range is $62,000-$68,000, commensurate with education and experience.
This is an exempt-level, benefited position. For more information on the benefits available to postdoctoral associates at UVA, visit postdoc.virginia.edu and hr.virginia.edu/benefits .
This is a restricted position, which is dependent on funding and is contingent upon funding availability.
This position is based in Charlottesville, VA, and must be performed fully on-site.
To learn more about UVA and in the Charlottesville area, visit UVA Life and Embark CVA .
Application review will begin after December 14, 2025.
Background checks and pre-employment health screenings will be conducted on all new hires prior to employment.
This position will not consider candidates who require immigration sponsorship now or in the future.
How to Apply
Please apply online , by searching for requisition number R0078527. Complete an application with the following documents:
- Resume
- Cover Letter
Upload all materials into the resume submission field. You can submit multiple documents into this one field or combine them into one PDF. Applications without all required documents will not receive full consideration.
Internal applicants: Search and apply for jobs on the UVA Internal Careers website .
Reference checks will be completed by UVA's third-party partner, SkillSurvey, during the final phase of the interview. Five references will be requested, with at least three responses required.
For questions about the position, please contact Dr. Craig Meyer, chm5q@virginia.edu .
For questions about the application process, please contact Jessica Russo, Senior Recruiter, sxv9zv@virginia.edu.
Job Profile
J0267 - Research Associate - 12 Month
Career Stream and Level
No Career Stream-No Level
The University of Virginia is an equal opportunity employer. All interested persons are encouraged to apply, including veterans and individuals with disabilities. Learn more about UVA's commitment to non-discrimination and equal opportunity employment .
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About University of Virginia
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The University of Virginia is distinctive among institutions of higher education. Founded by Thomas Jefferson in 1819, the University sustains the ideal of developing, through education, leaders who are well-prepared to shape the future of the nation.
Industry
Colleges, universities, and professional schools
Company size
10,000+ Employees
Headquarters location
Charlottesville, VA, US
Year founded
1819