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University College Dublin

Postdoctoral Research Fellow in AI/ML and Digital Twins for Ovarian Cancer at University College Dublin University College Dublin in Ireland

Degree Level

Postdoc

Field of study

Computer Science

Funding

Temporary appointment through 20 May 2028, with possibility of extension. PD1 salary: €47,273–€53,925 per annum. PD2 salary: €55,399–€56,957 per annum. Appointment on the relevant range depends on qualifications and experience.

Deadline

Nov 26, 2026

Country flag

Country

Ireland

University

University College Dublin

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Keywords

Computer Science
Biomedical Engineering
Biology
Precision Medicine
Systems Biology
Medical Science
Digital Twin Technology
Ovarian Cancer
Omics
Combination Therapy
ML

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About this position

University College Dublin is seeking a Post-doctoral Research Fellow at Level 1 or Level 2 to join the research groups of Professor Walter Kolch and Professor Donal Brennan at Systems Biology Ireland (SBI).

The project focuses on developing and applying digital twin approaches for ovarian cancer within a multidisciplinary precision-medicine programme. The successful researcher will contribute to a multi-modal computational foundation model for ovarian cancer and to patient-specific digital twin models that combine artificial intelligence and machine learning with mechanistic modelling.

The work will translate multi-omics and perturbation data into computational models designed to identify causally grounded predictive biomarkers of response to antibody-drug conjugates and combination therapies. The role brings together computational, experimental, and clinical research and is being delivered collaboratively with an industry partner.

SBI provides an interdisciplinary research environment integrating computational modelling with experimental and clinical research. The fellow will contribute to a collaborative programme spanning systems biology, cancer research, data-driven modelling, therapeutic response, and precision medicine.

Funding details

Temporary appointment through 20 May 2028, with possibility of extension. PD1 salary: €47,273–€53,925 per annum. PD2 salary: €55,399–€56,957 per annum. Appointment on the relevant range depends on qualifications and experience.

What's required

The PD1 position is intended for early-stage researchers who have recently completed a PhD or are entering a new research area. Applicants who have completed or will soon complete the UCD PD1 stage, or whose total postdoctoral experience including this appointment would exceed four years, should not apply for PD1 and should consider PD2 posts. The PD2 position is intended for researchers who have completed PD1; applicants who have completed or will soon complete UCD PD2, or whose total postdoctoral experience including this appointment would exceed six years, should consider Research Fellow posts instead. Appointment level depends on qualifications and experience.

How to apply

Click the “Apply” button on the vacancy page for further details and submit the application through the University College Dublin system by 12:00 noon Irish time on 26 November 2026. Applications still in progress at the deadline will be cancelled automatically, and late applications are not accepted.

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