Research Associate In Computer Science

University of VirginiaCharlottesville, VA

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Overview

Schedule

Full-time

Career level

Senior-level

Remote

On-site

Benefits

Paid Vacation

Career Development

Tuition/Education Assistance

Job Description

The University of Virginia, Department of Computer Science, is seeking applicants for a Research Associate (postdoctoral) position under the supervision of Professor Ferdinando Fioretto.

As a key member of the research team, the postdoctoral researcher will develop novel physics-constrained generative AI methods (diffusion models and flow matching) for real-time transmission-grid topology control. The researcher will design topology-agnostic diffusion models that generate diverse switching configurations from post-contingency grid states while satisfying network connectivity, N-1 security, and thermal limits. Concurrently, they will enhance their skills in teaching, mentoring, and proposal development.

The successful candidate will lead technical deliverables and manuscripts targeting top-tier machine-learning conferences and leading journals in power systems. The position offers an exceptional collaborative network spanning academia, industry, national laboratories.

QUALIFICATION REQUIREMENTS: A Ph.D. in computer science, electrical engineering, operations research, or a related field by the start date. The candidate should have a strong machine-learning research record, rigorous mathematical and experimental skills, and the ability to deliver high-quality results on short timelines. Expertise in one or more of the following is strongly preferred: generative or diffusion models, optimal power flow and power systems, graph neural networks, constrained or physics-informed machine learning. Proficiency with frameworks such as PyTorch is expected. Prior power-systems experience is highly beneficial.

APPLICATION PROCEDURE: Apply online through UVA Jobs and search for requisition R0085429. Upload a current CV, a short statement describing the applicant's research background, interests, and fit, and contact information for three references. Please note that multiple documents can be uploaded in the box.

APPLICATION DEADLINE: Review of applications will begin on August 15, and the position will remain open until filled. The University will perform background checks on all new hires prior to employment.

This is a one-year appointment; The appointment may be renewed for an additional year contingent upon available funding and satisfactory performance. The successful candidate is expected to begin by September 1, 2026, or earlier.

For questions regarding this position, contact Ferdinando Fioretto, Associate Professor, at fioretto@virginia.edu.

For questions regarding the application process, contact Rich Haverstrom, Faculty Search Advisor, at rkh6j@virginia.edu.

For more information on the benefits available to postdoctoral associates at UVA, visit postdoc.virginia.edu and hr.virginia.edu/benefits.

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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FAQs About Research Associate In Computer Science Jobs at University of Virginia

What is the work location for this position at University of Virginia?

This job at University of Virginia is located in Charlottesville, VA, according to the details provided by the employer. Some roles may also include multiple work locations depending on the requirement.

What pay range can candidates expect for this role at University of Virginia?

Employer has not shared pay details for this role.

What employment applies to this position at University of Virginia?

University of Virginia lists this role as a Full-time position.

What experience level is required for this role at University of Virginia?

University of Virginia is looking for a candidate with "Senior-level" experience level.

What benefits are offered by University of Virginia for this role?

University of Virginia offers following benefits: Paid Vacation, Career Development, and Tuition/Education Assistance for this position. Actual benefits may vary depending on the employer's policies and employment terms.

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