MSc Data Science

1 Year On Campus Masters Program

Swansea University

Program Overview

The MSc Data Science at Swansea University develops skills in data analysis, machine learning, and visualisation for students with computing or quantitative backgrounds. It prepares graduates for roles in analytics, AI, and research.

Curriculum Structure:
Students study core modules like Big Data and Machine Learning, Data Visualisation, and Optimisation Techniques, gaining practical and theoretical data skills. The programme concludes with an MSc Project, applying methods to real-world datasets.

Focus areas: “Machine Learning; Data Mining; Visualisation; Optimisation; Big Data”
Learning outcomes: “Analyse data, build predictive models, apply statistical and ML methods, complete research-based projects”
Professional alignment: Supported by Swansea’s Computational Foundry research centre.
Reputation: REF 2021: 100% of research impact rated “world-leading or internationally excellent”.

Experiential Learning (Research, Projects, Internships etc.)

As a student in our MSc Data Science programme, you won't just be learning theory; you'll be hands-on from day one, building the practical, high-demand skills that employers are looking for. You'll be based in our fantastic Computational Foundry, a world-class, £32.5 million facility that is your dedicated hub for cutting-edge computer science. This isn't just a building—it's your immersive learning environment, packed with the latest technology and collaborative spaces designed to turn ideas into reality.

Your experiential learning is central to the programme, and you'll have access to incredible resources:

State-of-the-Art Facilities: You will learn and work within the Computational Foundry, home to specialised labs including a Visualisation Lab with a ¼-cylindrical screen, a TechHealth Lab for human-centric computing, and a Cyber Security Lab with isolated networks for security research.
Industry-Standard Software & Tools: Gain proficiency with the tools used by professionals, including advanced programming environments, data analytics suites, and specialised software for artificial intelligence and human-computer interaction research.
Collaborative Group Projects: The programme emphasises teamwork through significant group project work, mirroring the collaborative environment of the tech industry and allowing you to tackle complex problems alongside your peers.
Research-Led Teaching & Institutes: You’ll be taught by active researchers from renowned institutes like the Swansea Academy of Learning and Analytics (SALANA) and the Cyber Threats Research Centre (CYTREC), giving you direct exposure to current, real-world challenges in data science and cybersecurity.
Extensive Digital & Library Resources: You will have full access to the University’s extensive digital library, online journals, and academic databases, alongside the physical resources of the Library and Information Centre located just a short walk from the Computational Foundry.

Progression & Future Opportunities

Graduates of the MSc Data Science at Swansea University are equipped with advanced skills in data analytics, machine learning, and computational technologies, enabling them to contribute effectively across healthcare, finance, government, and business sectors. Typical job roles include Data Scientist, Machine Learning Engineer, Business Intelligence Analyst, and Data Engineer, reflecting the program's focus on practical and impactful data science applications:

Swansea’s Careers and Employability Service supports students with tailored career coaching, industry networking events, internship and placement opportunities, and skill development workshops focused on data science careers.
Employment outcomes are strong, with a significant proportion of graduates securing relevant roles shortly after completing their studies; starting salaries typically range from £30,000 to £45,000 depending on experience and industry.
The university is involved in major industry partnerships, including an international healthcare and data science collaboration with the UK and Singapore, enabled by Population Data Science at Swansea Medical School, and multiple Welsh Government-funded projects supporting AI and data innovations.
The MSc program benefits from Swansea’s research excellence and its role in national and global health data initiatives, providing graduates with long-term career value and opportunities to engage in cutting-edge data science challenges.
Graduation outcomes include expertise in advanced programming, statistical analysis, ethical data use, and project management, preparing students to contribute to diverse real-world data-driven challenges.

Further Academic Progression:
Graduates can pursue PhD research in Data Science, Artificial Intelligence, or Computational Statistics at Swansea or other leading research universities worldwide. Additional pathways include postdoctoral research, interdisciplinary data science collaborations, or professional certifications to specialize further in areas like healthcare data analytics, machine learning, and AI ethics.