MSc Data Intensive Physics

1 Year On Campus Masters Program

Cardiff University

Program Overview

This master’s blends advanced physics with the powerful data-driven tools shaping modern research and industry. It’s perfect for students who enjoy physics but also want to gain the data-science and computational skills that employers value across multiple sectors.

Curriculum structure

Across the taught months, you’ll build a strong foundation in machine learning, data science, and computational techniques through modules like Applied Machine Learning, Principles of Machine Learning, and Advanced Techniques in Physics and Astrophysics. You’ll then choose specialist physics modules — such as Quantum Statistical Mechanics, Laser Physics and Non-Linear Optics, or Advanced Particle Physics — depending on the direction you want to grow in.
The year ends with a substantial research project, giving you hands-on experience of real data-intensive work within an active physics research group.

Focus areas

Data science, machine learning, computational physics, advanced theoretical and experimental physics.

Learning outcomes

You’ll learn how to analyse large datasets, build and apply machine-learning models, run advanced simulations, and handle complex physics problems using modern computational approaches.

Professional alignment (accreditation)

Delivered by Cardiff’s School of Physics and Astronomy, the programme aligns closely with current research practices and provides a strong pathway toward PhD study or technical roles in data-driven science and engineering.

Reputation (employability rankings)

Cardiff has a strong reputation for research-led physics training and consistently high graduate outcomes, helping students enter competitive research groups and data-intensive industries.

Experiential Learning (Research, Projects, Internships etc.)

This programme is designed to immerse you in the real working world of physics and data science. From the very start, you’ll get hands-on with advanced computational tools, join active research groups, and work inside specialist laboratories that support everything from semiconductor fabrication to high-precision optical measurements. By the time you reach your dissertation, you’ll already feel like part of a professional research environment, not just a student in a classroom.

Here’s what this looks like in practice:

Access to specialist laboratories, including the Cardiff Diamond Foundry cleanrooms, equipped for low-energy electron microscopy, ultrafast non-linear optical micro-spectroscopy, device fabrication and testing.
Opportunities to work alongside researchers at the Institute for Compound Semiconductors, where cutting-edge semiconductor and materials physics research takes place.
Dedicated spaces for MSc students within the School of Physics and Astronomy, giving you rooms for study, group work, project discussions, and day-to-day research activities.
A full 60-credit summer research project, where you’ll apply machine learning, data science, and computational physics to real problems in areas like photonics, materials physics, biophotonics, nanoscience, medical physics, or theoretical physics.
A collaborative research-group environment, allowing you to learn from PhD students, postdocs, and academics across different physics specialisms — a big advantage when preparing for a research career.

Progression & Future Opportunities

Graduates from the MSc Data Intensive Physics often move into roles where physics expertise and data-driven skills meet — positions like data scientist, research scientist, computational physicist, or analyst in technology, research institutes, finance, or engineering. Many students also use this degree as a strong foundation for entering PhD programmes or research careers. The mix of physics knowledge and modern data-science training makes you genuinely versatile in the job market.

And Cardiff strengthens your next steps through:

Cardiff’s Careers and Employability service, which offers tailored postgraduate support, guidance on applications, employer connections, and career planning specifically for students in science and research.
Strong graduate outcomes, with the university reporting high levels of “highly skilled employment” among both undergraduate and postgraduate alumni 15 months after finishing their degree.
Close partnerships with research institutes and industry, including semiconductor research, photonics, astronomy, and materials science — all areas where graduates with data-intensive skills are valued.
Long-term relevance, as your training in physics, machine learning, and data analysis remains applicable across research, engineering, technology and analytics roles.
Consistently strong progression statistics, with the majority of students from the School of Physics & Astronomy moving into meaningful employment or further study shortly after graduating.

Further Academic Progression:
This MSc positions you exceptionally well for a PhD in physics, astrophysics, materials science, computational modelling, or data-driven research fields. Many graduates continue directly into research groups at Cardiff or other leading universities, while others enter R&D or technical roles before returning to academia later.