Prognica Research Fellows Program 2026–2027: Fully Funded Computational Biology Fellowship
Prognica Labs offers ten researchers a six-month, no-fee fellowship with platform access, training, research-methodology support and optional funded wet-laboratory validation for computational biology projects.
Prognica Research Fellows Program 2026–2027: Fully Funded Computational Biology Fellowship
The Prognica Research Fellows Program is a six-month, fully complimentary fellowship for researchers who want to connect a computational prediction with a credible experimental or translational result. Prognica Labs is recruiting ten Fellows for its inaugural 2026 cohort. Selected researchers receive access to the company’s full platform, guided onboarding, advanced training, research-methodology support, priority technical help, publication support and a Fellow community. Up to three Fellows may also receive funded wet-laboratory validation of their own computational result.
This is a useful opportunity for researchers whose project is already more specific than a general interest in artificial intelligence or biomedicine. The program is aimed at a defined research question that can be worked on over six months, ideally with a clear path from computational analysis to validation, interpretation or publication. It is global and remote, and Prognica says applicants do not need prior experience with its platform. The program does not describe a cash stipend. Its stated value comes from complimentary software access, training, scientific support and, for selected validation projects, laboratory work.
Key details
| Detail | Information |
|---|---|
| Opportunity | Prognica Research Fellows Program, inaugural Class of 2026 |
| Provider | Prognica Labs |
| Fellowship length | Six months, scheduled to begin 1 October 2026 and close 31 March 2027 |
| Number selected | Ten Fellows |
| Estimated value | $12,000 per Fellow; up to $20,000 for Fellows receiving validation support |
| Main benefits | Platform access, onboarding, training, methodology guidance, technical support, publication support and community access |
| Additional award | Up to three Fellows may receive wet-laboratory validation valued indicatively at $8,000 each |
| Delivery | Global and remote; laboratory validation is conducted by Prognica’s team |
| Application deadline | The application page states 30 August 2026. The program timeline states 31 August 2026; submit by 30 August and check the live portal |
| Application fee | None |
| Official application | Prognica application form |
What the fellowship provides
Every selected Fellow receives six months of complimentary, priority access to the Prognica platform. The program page describes access to autonomous asset discovery, in-silico evaluation, market and commercial insight, clinical operations and business-development tools. It says that all modules are unlocked and that there are no usage caps during the six-month term. For an applicant, the practical value is the ability to run a focused project inside one connected environment rather than assembling separate tools for discovery, evaluation and downstream interpretation.
The fellowship also includes a structured onboarding program. Prognica says onboarding can include guided setup, data-migration assistance and a project-specific plan designed to make the Fellow productive from the first week. Advanced live training covers topics such as virtual-screening design, molecular dynamics and free-energy calculations, ADMET and liability prediction, multi-omics integration and clinical variant interpretation. Recordings, materials and worked examples are included according to the official program page.
Research-methodology support is another central benefit. The published description refers to study design, power and sample size, quality control, applicability domains, negative controls and analysis planning. These are not decorative additions: they are the kinds of details that determine whether a computational finding is reproducible and whether a reviewer can understand its limits. Fellows also receive priority technical support, priority consideration for feature requests, editorial and methods assistance, and access to a network of other Fellows.
Up to three Fellows may be assigned a wet-laboratory validation award. The site gives an indicative value of $8,000 per award and names possible activities including target validation, PCR/qPCR assay development, protein expression or cell-based readouts. The validation work is scoped with the Fellow and run by Prognica’s translational biology team. It is optional: the FAQ says that an application without a validation plan is still assessed for the fellowship and is not disadvantaged for omitting the additional award.
Who is eligible to apply
The fellowship is open across the career spectrum. The official eligibility section lists PhD candidates, postdoctoral researchers, clinical researchers including MBBS, MD and residents, faculty members, early-career investigators and independent researchers. Exceptional independent researchers may be considered case by case. Applicants from under-resourced settings are strongly encouraged to apply.
The program is not restricted to one narrow disease area. Prognica identifies drug discovery, multi-omics, molecular diagnostics and translational biology as the broad areas of interest. Examples on the program page include AI target identification and prioritisation, drug repurposing, virtual screening, molecular dynamics, lead optimisation, ADMET, biomarker discovery, clinical bioinformatics, transcriptomics, proteomics, companion diagnostics, PCR/qPCR assay design, biomedical knowledge graphs, trial design and health economics.
A good applicant therefore does not need to force a project into a particular named technique. The stronger question is whether the proposed work has a defensible computational component and a result that can be evaluated, interpreted or tested. Interdisciplinary proposals are welcome. A researcher working in a laboratory, clinic or academic department can involve a supervisor or institution; Prognica says institutional endorsement strengthens an application, although the published requirements do not make endorsement universal.
The fellowship is remote. Onboarding, training, mentorship and the showcase are conducted virtually. If a Fellow receives a validation award, the laboratory work is carried out by Prognica’s team in its facility, and the FAQ says the award recipient does not need to travel. That makes the opportunity more accessible to researchers who cannot relocate for a short program, but applicants should still be prepared to collaborate clearly across time zones and to provide usable data and documentation.
Is this a good fit for your project?
The best fit is a project with a precise question, a realistic six-month scope and a measurable output. Examples could include prioritising candidate targets for a disease area, testing a drug-repurposing hypothesis, validating a biomarker from multi-omics data or designing an analysis that leads to a specific assay. The proposal should make clear what will be known at the end of the fellowship and what evidence will support that conclusion.
Applicants should distinguish a computational prediction from a validated result. A ranked list, model output or association is not automatically a discovery. A persuasive proposal explains the data source, the analysis, the comparison or control, the expected uncertainty and the next test. If wet-laboratory work is requested, the applicant should identify the prediction that needs testing and explain why the proposed assay would be an informative test rather than a ceremonial follow-up.
The program may be less suitable for a project that needs a large clinical trial, a long regulatory process, a major new data-collection campaign or a laboratory protocol that cannot be scoped within the fellowship. It may also be a weak fit for a general platform-training request without an independent research question. Prognica says prior platform experience is not required, but the application still needs enough scientific substance for reviewers to assess merit, feasibility and reproducibility.
How to apply
Applications are submitted through the official Prognica form. The application page says there is no application fee or participation fee and that each complete application is scored against the published rubric by two independent reviewers. Applicants should first assemble their proposal and supporting documents, then complete the online identity, affiliation, career-stage and research-area fields.
The form asks for full name, email, phone number, country of residence, institution or affiliation, department and career stage. It also provides fields for a LinkedIn profile and ORCID or another researcher ID. Applicants select one or more primary research areas from Prognica’s list. The form requires a research proposal and a CV or academic record, and it asks applicants to confirm that they meet the eligibility criteria and agree to the program’s ethics, integrity and data-privacy guidelines.
The application page lists [email protected] for questions before applying. Use the official form and contact address rather than sending sensitive research materials through an unrelated channel. The page also links a proposal template. Downloading and following that outline is a practical way to keep the submission within the four-page limit and cover the subjects the committee scores.
Materials to prepare
The required research proposal is limited to four pages and should state the research question, the computational approach and, where applicable, the experiment that would test the result. Treat the page limit as a test of focus. A proposal that spends most of its space on broad background leaves too little room for data, methods, validation and a credible schedule.
The CV or academic record should let reviewers understand the applicant’s preparation relative to career stage. Include relevant research experience, methods, datasets, publications, software or clinical work, but avoid turning the document into an unfiltered list. The application page also asks for key publications or outputs if the applicant has them, and a statement of motivation. These materials should reinforce the proposed project rather than repeat its abstract.
An institutional or mentor endorsement is listed as applicable. If a supervisor, principal investigator or collaborator is involved, ask for a short statement that confirms the project’s setting, access to relevant data or facilities, and the applicant’s ability to complete the work. For validation-award consideration, prepare the additional one-page validation plan. It should identify the computational result, the proposed test, the material or data needed, the expected readout and the main limitation. Do not claim that an experiment is feasible until the necessary samples, approvals, biosafety conditions and technical ownership have been considered.
How reviewers are likely to read the proposal
Prognica publishes eight evaluation dimensions, each scored from 1 to 5: research proposal quality, scientific merit, innovation potential, impact potential, research feasibility, validation readiness for the additional award, publication history relative to career stage, and geographic and disciplinary diversity. The committee reviews aggregate scores alongside cohort balance. Applicants cannot control every cohort-level consideration, but they can make the scientific case easy to evaluate.
Start with a question that can be answered. Define the input data, the computational procedure, the comparison or control and the decision rule for interpreting the result. Explain what would count as a useful negative result. Reviewers are more likely to trust a plan that acknowledges uncertainty than one that promises a breakthrough without describing how failure will be detected.
Make feasibility concrete. A six-month plan could be divided into data preparation, baseline analysis, primary modeling or screening, robustness checks, interpretation and manuscript preparation. The exact schedule belongs to the applicant, but the proposal should show that the work can start with the data and access already available or realistically obtainable. If the project depends on an external collaborator, name the dependency and explain how it will be handled.
Keep novelty proportional to evidence. Innovation can mean a new target, a new combination of methods, a useful application to an under-studied setting or a strong test of an important assumption. It does not require unsupported claims about artificial intelligence. Likewise, impact should connect the research result to a scientific, clinical or public-health use without promising a treatment or diagnostic before validation exists.
Timeline and deadline caution
The official application page states that applications opened on 1 August 2026 and lists 30 August 2026 as the deadline. The longer program page’s detailed timeline lists 31 August 2026 as the final date for complete applications and supporting materials. Because the pages disagree by one day, applicants should treat 30 August as the safe deadline, submit a complete package before then and confirm the portal’s displayed closing time directly before submission.
The published review period is 1–12 September 2026, followed by interviews scheduled for 15–23 September. Prognica says the ten Fellows will be announced on 26 September. The program is scheduled to begin on 1 October 2026 and close on 31 March 2027 with a cohort showcase and certificates. These dates describe the inaugural cohort and may change; retain confirmation emails and check the official page if the application window is extended or amended.
Common mistakes to avoid
The first mistake is treating the $12,000 figure as cash. Prognica describes it as an estimated fellowship value and says the program is provided at no cost. The page does not promise a stipend or unrestricted payment to Fellows. Applicants should value the opportunity for access, support and research outputs, not plan personal living expenses around a cash award.
The second mistake is submitting a broad topic instead of a project. “Use AI for drug discovery” is not a research plan. State the disease or biological question, the data, the method, the expected output and the test that would change your conclusion.
The third mistake is adding a validation plan that is too ambitious. The additional award is competitive and limited to up to three Fellows. A modest, well-matched assay is more credible than a multi-stage experimental program with no clear endpoint. If validation is not ready, omit the optional award request and strengthen the core fellowship proposal.
Other avoidable problems include exceeding the four-page proposal limit, uploading the wrong document type or size, failing to select at least one research area, leaving required form fields incomplete, and waiting until the deadline to obtain an endorsement. Applicants should also remove confidential or personally identifiable data that does not belong in the application and read the ethics and data-privacy requirements before submitting clinical or participant-related material.
Frequently asked questions
Is this a paid stipend fellowship?
The official page describes a $12,000 estimated value per Fellow and up to $20,000 with validation support, but it does not describe a cash stipend. The benefits are complimentary access, training, scientific support, publication assistance and, for some Fellows, laboratory validation.
Do I need to travel?
No travel is required for the remote fellowship. Prognica says that onboarding, training, mentorship and the showcase are virtual. Validation work, when awarded, is run by Prognica’s laboratory team.
Can an independent researcher apply?
Yes. Independent researchers are listed, and exceptional independent researchers may be considered case by case. A clear affiliation, mentor or institutional context can still help reviewers assess feasibility and support.
Is the validation award required?
No. The FAQ says it is optional and that applications without a validation plan are not disadvantaged for the fellowship itself.
Does prior experience with Prognica’s platform matter?
No prior platform experience is required. The program includes onboarding and training. Applicants still need a credible research question and enough relevant preparation to execute the proposed work.
Where can I ask questions?
The application page lists [email protected] for pre-application questions. Use the official application page for the current form and deadline notice.
Final preparation checklist
Before submitting, confirm that the proposal fits within four pages, names a specific question and computational approach, explains feasibility over six months and identifies a meaningful output. Check that the CV or academic record is current, the motivation statement explains why this program is useful for the project, and any endorsement is ready. Add the one-page validation plan only if the project is genuinely ready for experimental testing.
Finally, submit before 30 August 2026 because the official pages currently show both 30 and 31 August. Save a copy of the final files and the submission confirmation. If the portal displays a different closing date or asks for an additional requirement, follow the live official instructions and treat that update as controlling.
Official links
The overview and application pages are the authoritative sources for the program’s benefits, eligibility, required materials, scoring process and deadline. Review them again immediately before applying because this is the inaugural cohort and the site’s two pages currently differ on the final submission date.