Master of Science Artificial Intelligence

1 Year On Campus Masters Program

Munster Technological University – Cork Campus

Program Overview

The MSc in Artificial Intelligence at Munster Technological University (MTU) in Cork is an advanced, technically focused one-year master’s designed for students who want to become skilled AI developers and technologists. You’ll build in-depth expertise in core AI areas such as deep learning, natural language processing, and machine vision, and graduate with hands-on experience solving real-world problems using intelligent systems.

Curriculum Structure

The Master’s programme is structured as a 60-credit Level 9 award, typically delivered over two 30-credit semesters where you’ll learn through practical modules and assessments that mirror current industry needs.

Semester 1

In the first semester, you’ll build foundational AI competencies by studying core technologies that power intelligent systems. You’ll dive into machine learning and data-driven reasoning while strengthening your programming skills for real-world applications. Through hands-on projects in fundamental AI modules, you’ll begin developing the problem-solving mindset that companies seek in AI professionals.

Semester 2

The second semester deepens your technical expertise and gives you opportunities to specialise. Here you’ll explore advanced topics like deep learning, and can focus on areas such as natural language processing and machine vision. You’ll also complete an industry-relevant AI research project, where you apply everything you’ve learned to an academic or practical challenge — a powerful addition to your professional portfolio.

Focus Areas

Artificial intelligence fundamentals, machine learning, deep learning, natural language processing, computer vision, AI research methods.

Learning Outcomes

Develop and implement intelligent systems, analyse complex datasets, design advanced machine learning models, apply AI techniques to real-world problems, and complete an independent research project.

Professional Alignment (Accreditation)

This program leads to a Master of Science in Artificial Intelligence (Level 9 on the National Framework of Qualifications), ensuring national and international recognition of your advanced technical qualification.

Reputation (Employability Rankings)

MTU’s computing and technology programmes are known for their practical, industry-relevant focus and strong graduate employability. Ireland’s tech ecosystem, including Cork’s vibrant tech community, supports excellent career pathways for AI graduates.

Experiential Learning (Research, Projects, Internships etc.)

At MTU’s MSc in Artificial Intelligence, you won’t just sit through lectures — you’ll develop practical skills and work on real-world problems. The programme emphasizes hands-on learning, with modules continuously assessed through projects and practical assignments rather than traditional exams. This approach allows you to apply what you learn directly to coding tasks, AI model development, and intelligent system design. The course is delivered on the Bishopstown Campus in Cork, where you have access to dedicated computing labs, collaborative team spaces, and research environments that mirror professional industry settings. MTU’s strong research culture and connections with local technology companies also create opportunities to work on industry-aligned projects and experience how intelligent systems are built and deployed:

Access to MTU’s Information Technology Centre with networked computer laboratories and open-access workstations, using programming tools, data science environments, and AI frameworks as part of your coursework.
Continuous project-based assessments throughout all modules, encouraging practical learning and experience with real AI workflows.
Opportunities to undertake an AI research project in the second semester, which can be academic or industry-focused and provides a substantial portfolio piece demonstrating skills in deep learning, natural language processing, or machine vision.
Proximity to the Nimbus Research Centre, a dedicated hub for digital technology research, offering exposure to cutting-edge development environments, research insights, and potential collaboration opportunities.
MTU’s library and digital resource services, including extensive e-books, e-journals, specialist databases, and group study spaces, supporting your independent research and project work.
Collaborative learning through group work and peer-supported assessments built into modules, helping you develop teamwork, communication, and problem-solving skills essential in professional tech environments.

Progression & Future Opportunities

Graduates of the MSc in Artificial Intelligence from MTU are well-prepared to move directly into exciting careers where advanced analytical, machine learning, and intelligent systems skills are in demand. Typical roles include AI Engineer, Machine Learning Specialist, Data Scientist, and Computer Vision or Natural Language Processing Developer — all of which build on the deep technical capabilities developed during the programme.

Because MTU has a strong record of graduate success, including high employment and further study outcomes for its postgraduate cohorts:

MTU’s Career Development Centre offers tailored support with CV preparation, interview coaching, employer fairs, and job matching services specifically designed for postgraduate students.
A large majority of MTU graduates are in paid employment or further study within months of graduating, with employment rates above the national average. Many of these roles are in technology and computing fields.
Typical starting salaries for technology professionals in Ireland, including AI and data roles, are competitive, reflecting the value of postgraduate expertise.
MTU’s industry engagement and research links provide graduates with real-world AI development experience and exposure to innovative projects.
Completing a Level 9 master’s in Artificial Intelligence gives long-term accreditation value, with a qualification recognized nationally and internationally and highly regarded by employers in technology, research, and innovation.

Further Academic Progression:
After completing this MSc, students can deepen their expertise through research degrees such as a PhD in Artificial Intelligence or related computing disciplines, or pursue professional certifications and specialised postgraduate diplomas in areas like data science, machine learning, or advanced analytics. Many graduates also contribute to research projects in collaboration with MTU’s research centres or move into R&D roles in industry.