MSc Artificial Intelligence for Medicine & Medical Research Full-time

1 Year On Campus Masters Program

University College Dublin

Program Overview

The Master of Science in Artificial Intelligence for Medicine & Medical Research at University College Dublin (UCD) blends cutting-edge AI and machine learning with real-world biomedical data to prepare you for the future of healthcare innovation. This programme is ideal for graduates in computing, data science, mathematics, or related fields who want to use AI to tackle complex medical and biological challenges.

Curriculum Structure

Year 1 (Foundations & Core Skills)
In your first year, you will build strong foundations in both the life sciences and computational techniques that underpin AI for health. You will learn about biological systems and medical data while mastering core methods in AI and machine learning. Modules focusing on biological principles, data analytics, and high-throughput technologies will give you the skills to interpret diverse biomedical datasets and understand their structure and complexity. You will also explore health informatics, data visualization, and the ethical considerations essential to working with sensitive biological and patient data.

Year 2 (Advanced Applications & Research)
In the second year, you will apply your knowledge to real challenges in medical research and precision medicine, using AI techniques to analyze omics and imaging data and design research projects. Coursework and project work will deepen your skills in designing and implementing AI-driven solutions for complex clinical questions, while also addressing privacy and data governance issues. Advanced modules and a research-led component will prepare you for careers in healthcare analytics, biotechnology, or further doctoral study.

Focus Areas:
Healthcare AI, machine learning for biomedical data, precision medicine, systems biology, health informatics, data visualization, ethical data use

Learning Outcomes:
Apply AI and machine learning methods to medical and biological datasets, design biomedical research using big data, interpret multi-modal health information, address ethical and privacy challenges, and communicate analytical insights in clinical and research contexts

Professional Alignment (Accreditation):
This Level 9 NFQ Master’s degree is awarded by the National University of Ireland and aligns with industry needs for AI and data expertise in healthcare, biomedical research, and biopharmaceutical sectors

Reputation (Employability Rankings):
University College Dublin consistently ranks among the world’s leading universities and is recognized for academic excellence and strong industry connections. It is listed in the QS World University Rankings (around #118 globally in 2026) and is widely regarded as Ireland’s top university for graduate employability

 

Experiential Learning (Research, Projects, Internships etc.)

At UCD, your learning goes far beyond lectures. This programme is designed to give you hands-on experience with real biological and medical data, tackling authentic research challenges and using the same tools and environments that professionals rely on every day. You will work on practical projects in systems biology and biomedical data analysis, applying machine learning and data visualization techniques in realistic contexts. The programme is closely linked with research centres such as Systems Biology Ireland, giving you the chance to engage with cutting-edge research and collaborate with multidisciplinary teams. Learning is a mix of on-campus sessions and practical online work, with assessments including projects and research tasks that mirror real-world industry and academic practice.

To make this practical experience tangible, you will benefit from:

  • Hands-on projects using real medical and biomedical datasets, including omics and imaging data, to apply AI and machine learning methods to complex problems.

  • Opportunities for research internships where you can work alongside academics, clinicians, or industry partners on data analysis projects, providing a bridge between study and professional practice.

  • Access to UCD’s research environment through Systems Biology Ireland, where computational modelling meets biological analysis and you can engage with advanced research teams.

  • Campus and library resources, including the Health Sciences Library and UCD library network, providing extensive digital and print collections to support your study and research.

  • Experience with programming languages and digital tools commonly used in AI and data science, such as Python and R, along with frameworks for machine learning and large-scale data analysis.

Progression & Future Opportunities

Graduates from this programme are well-prepared to take on technical and research-focused roles that apply AI and machine learning in healthcare, biotechnology, and biomedical research. Typical career paths include AI/ML Engineer in Healthcare Analytics, Data Scientist in Biopharma, Bioinformatics Specialist, and Research Associate in Medical Data Science.

  • Career support from UCD Careers Network: Students benefit from personalized career coaching, CV and interview preparation, job search support, internships, and networking opportunities that connect you with employers in Ireland and internationally.

  • Employment and salary prospects: Graduates with AI and data science skills are in high demand globally, with competitive starting salaries in Ireland’s tech and healthcare sectors that are well above national averages.

  • University–industry engagement: UCD has strong links with research institutes and industry partners, including collaborations with companies such as Novartis and Optum. Students can also engage with research hubs like Systems Biology Ireland for real-world project experience.

  • Accreditation and long-term value: The programme leads to a Level 9 Master’s degree awarded by the National University of Ireland, a respected qualification recognized across Europe and internationally, enhancing your professional profile.

  • Graduation outcomes: Graduates have secured roles in biopharmaceutical companies, data-driven healthcare services, and high-tech research teams, while others continue their studies through doctoral research at UCD or other leading institutions.

Further Academic Progression:
This Master’s programme provides an excellent foundation for pursuing PhD programmes in artificial intelligence, bioinformatics, computational biology, or precision medicine. Students can build on their research experience from the MSc to undertake advanced research at UCD or internationally, opening pathways to careers in academia or high-level research positions.

Program Key Stats

€27905
€11925
€ 60


86 %

Eligibility Criteria

NA

NA
NA
NA
6.5
90
2:2
NA
No

Additional Information & Requirements

Career Options

  • AI/ML engineer in the healthcare sector
  • data scientist in biopharmaceutical companies
  • bioinformatics specialist
  • research associate in medical data science
  • biomedical data analyst
  • clinical data scientist
  • healthcare analytics consultant
  • computational biologist
  • precision medicine data specialist
  • machine learning research scientist in biomedical research
  • PhD researcher in AI and medical research

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