Seed Grants For Data Science

SUMMER SEED GRANTS: SUMMER 2026
SUBMISSION DEADLINE: MIDNIGHT EST ON MARCH 1, 2026

SDS Mission Statement

We commit to excellence in education, research, community engagement, and inclusion to shape and lead the future of data science education and practice. We will teach our students to be responsible and ethical data science practitioners, leaders, researchers, and innovators in an increasingly data-driven and global society.

Overview

At the core of SDS lies an interdisciplinary nature for research and real-world applications. The School of Data Science (SDS) is now accepting research proposals for the Summer 2026 seed grants for data science. This funding opportunity supports interdisciplinary research projects and aims to fuel the collaborative spirit that defines the field of data science.

This seed grant opportunity provides up to $20,000 per award for UNC Charlotte and partnering faculty and researchers. SDS is committed to identifying and supporting pre-competitive, interdisciplinary, and transformative research ideas that demonstrate the potential to secure larger external grants in the near future.

Proposals must be submitted by teams comprised primarily of UNC Charlotte researchers. Candidate teams must be multidisciplinary and draw personnel from at least two colleges, with at least the principal or one co-principal investigator currently holding a core or affiliate faculty appointment within SDS. While collaborators external to UNC Charlotte may be included, the focus is on supporting the formation of research teams at UNC Charlotte. All graduate students hired for seed grant projects must be a current or incoming PhD in Data Science unless given permission by the Director of Research. 

Proposals may be given a higher priority if the PI or one of the co-PIs is an SDS core faculty (i.e., full-time or joint faculty) and/or an SDS Ph.D. student will be hired as a summer RA.

Scope and Guidelines:
  • Up to a maximum of $20,000 budget per proposal; proposals of less than the maximum are encouraged (e.g., $10k)
  • At least half of the budget should be on student RAs.
  • Proposals must be submitted electronically by 12pm EST, March 16, 2026
  • The SDS Research Committee will evaluate submitted proposals using the below criteria
    and select the best for funding that align with our preferences
  • Awardees will be announced by April 1, 2026
  • Initial funding will be disbursed to the PI’s home department by May 15, 2026
  • Funds must be spent by October 15, 2026
  • Funding is for a maximum 5-month period
  • A request for external funding is expected before the end of 2026
Restrictions:
  • Projects already externally funded or for which an external proposal is currently under review are not eligible
  • Projects that have already received internal funding or are under the consideration for or are under consideration for internal funding (i.e. CCI FRG) from other UNC Charlotte units are not eligible
  • A researcher may not receive more than one SDS research grant per academic year
  • A researcher with an outstanding report from a previous seed grant is ineligible
  • A researcher previously awarded a seed grant but did not acknowledge the School of Data Science in publications or grant applications is ineligible
  • Continuation of ongoing research by the same or similar team will not be supported
  • Additional funding for an existing seed grant will not be considered

Unallowable expenditures include:

  • Office supplies, travel to professional conferences
  • Outreach program delivery
  • Meals and snacks
  • Publication charges
Structure and Submission of Proposals:

Proposals (including the budget) should be named by the first and last names of the leading PI on a proposal (e.g., First name_last name_seed2026.pdf) and must be submitted as one single PDF file by email to Dr. Jason Windett (Director of Research, SDS. Email: jwindett@charlotte.edu). Please include “Seed Grants for Data Science” in the subject line. To complete your proposal submission, please follow the instructions provided below.
The proposal must be clear, readily legible, and conform to the following requirements:
● Font size of 12 points
● Single-line spacing
● 1-inch margin on each side

To be considered for funding, the following must be included in your submission:

Cover Page:

Cover page (one page) contains the project title, 3-5 descriptive keywords, PI and collaborator(s) name, affiliation, and contact information, total funds requested, projected start and end dates, indication of whether this proposal has been submitted to the seed grant program before. Lastly, which area of SDS Research Excellence does this proposal fall under?

Project summary:

Project summary (one page): Provide a one-page summary of the proposed work by following the NSF project summary guidelines listed below. The project summary should consist of three main sections:
a) An overview includes a description of the activity that would result if the proposal were funded and a statement of objectives and methods to be employed.
b) Intellectual merit of the proposed activity: should describe the potential of the proposed activity to advance knowledge and the contribution the proposed research will make to the related field and others.
c) Broader impacts: should describe the potential of the proposed activity to benefit society and contribute to the achievement of specific, desired societal outcomes. For example, what are the possible applications of your proposed research? Why would the general public care? Does it have any economic, environmental, and social benefits? What is the potential for disparate impacts of thisresearch? How will you manage? Etc.

Project description:

Project description in the format of a white paper aimed at a specific call or agency (not to exceed 4 pages). The project description should address the following points:

  • Project overview: Provide a clear and concise explanation of (i) the target research problem of this funding request and itssignificance;
  • Research Context and Core Issues: the research goals/questions and the proposed research activities for which the funding is requested; and (iii) what data will be collected from the project, if any. How will you use this pilot data in your application to show proof of concept?
  • Methodology: (i) the proposed research design and methodology, (ii) expected outcome of the project; (iii) work plan and timeline of the proposed research.
  • Potential implications for social good: Describe how this research plan impacts broader social issues. These can be specific to the type of call you are aiming—i.e. a MINERVA grant would need a statement for potential implications for national security.
  • External Agency/Call Targeted: Identify proposed/target channels and dates for follow-up external funding application(s). Tell us precisely where the white paper will go and show us the link.
A two-page NSF style bio:

A two-page NSF style bio (https://www.ncbi.nlm.nih.gov/sciencv/) of each major participant, which includes:

  • Education, including the dates when degrees were awarded;
  • Work/artifacts most directly related to this grant.
Budget and Justification:

Budget and justification: Provide an itemized budget and budget justification required by the project. All of the items listed must be reasonable, necessary to accomplish project objectives, allowable in terms of the applicable federal cost principles, auditable, and incurred during the grant period. Charges to the project for items such as RAs, travel,
contractual services, salaries, and fringe benefits must conform to the written policies and established practices of the University.

Acceptable budget items SDS PhD. student support (At least $5,000 budget; required), dataset purchase expense, human subject compensation, software, small pilot studies, and faculty summer salary (not to exceed 50% of total budget), etc., that are directly related to carrying out the proposed research.

The cost of project activities to be undertaken by a third-party contractor should be included in this category as a single line item charge. A complete itemization of the cost comprising the charge should be provided in an attachment. If there is more than one contractor, each must be budgeted separately on the form and must have an attached itemization. Please note that fringe benefits do not apply to SDS seed grant.

Prior internal funding: 
  • Current and prior (the past 3 years) external funding support: What are the current externally funded projects of PIs and their focus?
  • Have any PIs on this proposal received any prior seed grants from SDS in the past 3years? If so, please list the prior SDS seed grants received by any PI/Co-PIs of this proposal, including the project title, term/year funded, and results, which include, but are not limited to, and the external grant proposals resulting from the projects supported by prior SDS seed grants.
  • Has the current proposed work been funded by any other internal or external funding sources?
Bibliography (No more than 20)

Criteria for Proposal Review:

  1. Intellectual merits:
    a.) Novel and transformative ideas that involve cross-college or interdisciplinary
    collaboration around data science;
    b.) Quality and coherence of the research design and detailed plan of activities;
  2. Broad impact of the proposed research, including impact on our communities (especially the Charlotte region)
  3. Potential for external grant funding:
    a.) Projects’ potential for leading to grant proposals that are more likely to be externally funded;
    b.) Identified target funding agencies, programs, and dates for follow-on external funding application(s); and
    c.) Funding agencies or organizations of national or international significance will be given priority over regional ones.
  4. Qualification of the project team:
    a.) All faculty eligible for UNC Charlotte Faculty Research Grants are eligible for this award;
    b.) Teams with at least a PI/Co-PI affiliated with SDS;
    c.) All faculty involved in the project must be listed as PIs, co-PIs, or consultants; and
    d.) To foster interdisciplinary research collaboration, faculty members on a proposal must come from at least two different colleges.
  5. The results of previous projects funded by SDS seed grants (e.g., publications, grant proposals submitted and awarded, project reports)
  6. Projects that best fit the research priorities of SDS.
  7. Projects should support SDS Ph.D. students.

Project Reports and Credit

Investigators are expected to provide a brief (2-3 pages) project report that summarizes this project (including motivation, research model and hypotheses, research method, and results) within one month after the ending date of the project term, including, but not limited to, the research activities conducted and the degree to which the project goals have been achieved, as well as a timeline to submission to external funding. The report should be sent to jwindett@charlotte.edu. Please acknowledge the support of the SDS seed grant(s) in the published papers resulting from the awarded projects. Failure to submit the project report by the deadline may result in the ineligibility of PI/Co-PIs for applying for future SDS seed grants. An update of this report should be submitted when a related grant proposal is successfully submitted for external funding in the future.

External funding must be sought for the “overall project” for which seed funding was requested within the indicated time frame. It is expected that PIs will credit the SDS at the time of submission and approval of the proposal through Niner Research.

Should you have any questions about this seed funding opportunity, please contact Jason Windett at jwindett@charlotte.edu


Seed Grant For Data Science Awardees List