Data Science

MSc

Ready to deepen your expertise in data science and develop advanced analytical skills that prepare you for high value roles across the digital economy?

Location: Aston University, Birmingham

Course type
Full-time
Entry requirements
Duration

One year

Start date

Postgraduate students confidently staring into the camera at night time

GUARANTEED INTERNSHIPS WITH EVERY MASTER'S DEGREE

Course overview

The MSc Data Science at Aston University gives you an advanced, research informed understanding of data science, combining rigorous theoretical foundations with extensive practical experience. You will explore data analysis, machine learning, statistical modelling, neural networks and modern data science tools, learning how to apply them creatively to solve complex real world problems across multiple sectors.

Guided by expert academics and supported by industry relevant learning, you will work on substantial projects both independently and in multidisciplinary teams. These experiences strengthen your technical capability, critical judgement and understanding of the ethical and societal context of data driven technologies.

With a curriculum shaped by current research and industry practice, this specialist master’s equips you with the analytical, computational and professional skills needed for advanced technical roles in data science, AI and related digital fields, or for further academic and research pathways.

More time. More experience. More impact.

This course offers the opportunity to extend to 22 months through our Professional Practice route*. You’ll need to meet the criteria and secure a suitable placement.

Why study Data Science at Aston University?

QS World University Rankings
Top 5% in the world
Top 5% of global evaluated institutions (QS World University Rankings 2026)
Teaching
Bridges industry gaps
This course is designed specifically to address industry skills gaps

Course description

MSc Data Science

Advance your data science expertise with a specialist master’s designed for graduates with a strong mathematical or computing background. You will build advanced skills in data analysis, machine learning, statistical modelling and predictive analytics, preparing you for high demand roles across data driven industries.

arrow icon

What we will provide
We provide expert teaching led by active researchers, modern computing facilities and a curriculum aligned with current data science practice. You will gain hands on experience through applied laboratory work, practical workshops and project based learning. You will also benefit from academic support, access to specialist software and engagement with industry through talks and networking activities.

user icon

What you will provide
We are looking for motivated graduates with a background in mathematics, statistics, computer science, engineering or related disciplines. You should bring strong analytical thinking, curiosity about data driven technologies and a readiness to engage with advanced computational and statistical concepts. A commitment to rigorous problem solving and independent learning will help you succeed on this programme.

graduate cap icon

What skills we teach
You will develop advanced skills in data analysis, statistical modelling, machine learning, neural networks, deep learning and algorithmic development. You will learn how to design, implement and evaluate data driven solutions using modern tools and techniques, while strengthening your critical thinking, communication and professional research skills across diverse data science contexts.

person walking icon

Professional practice year
If you meet satisfactory academic performance and have secured a suitable professional experience, you will have the option to be transferred onto our MSc Data Science including Professional Practice programme. 

Taking the professional practice route allows you to extend the duration of your masters to 22 months and gain valuable working experience to support your career aspirations. The placement commences after the completion of your MSc dissertation and can be paid work, study abroad exchanges or unpaid research projects or even a mix of these options. You will return to Aston the following December for an intensive period on campus to draw all your learning together and finalise the assessments.

signpost icon

Career prospects
Graduates of the MSc Data Science are equipped for a wide range of technical careers across data intensive industries. Potential roles include data scientist, machine learning engineer, data analyst, applied statistician, data engineer, quantitative modeller and AI specialist. The programme also supports progression into research, PhD study and advanced technical leadership roles.

Your advanced mathematical, analytical and programming skills will support employment across technology, finance, healthcare, manufacturing, consulting, retail, logistics and emerging data driven sectors. You will also benefit from Aston’s strong employer links and support from the award winning Careers and Placements team.

How you will learn

You will learn through a combination of lectures, seminars, data labs, workshops and project based activities that deepen your technical understanding and applied skills. Real datasets, case studies and industry informed examples help you connect theory to practice, while team projects strengthen your collaboration, communication and problem solving capabilities.

Independent study is central to mastering advanced data science methods. You will also benefit from personal tutoring, dedicated programming support, and assistance from the Learning Development Centre. Extracurricular opportunities such as computing societies, hackathons, industry engagement and research activities further enhance your experience and technical development.

student-study-space-au

Gain the advantage

Our flagship professional development module provides a range of opportunities to apply your learning and increase your employability.

What you will learn

You will develop deep knowledge of data science, including machine learning, statistical modelling, Bayesian analysis, neural networks, data visualisation and computational methods. You will learn how to analyse complex datasets, design predictive models, evaluate algorithms and apply advanced techniques using modern tools and technologies.

You will also explore the ethical, legal and societal implications of data science, learning how to apply responsible and well justified approaches to data driven decision making. Your dissertation project allows you to apply your advanced skills to a substantial research or development challenge, demonstrating independent thinking and technical excellence.

Course objectives

  1. Enables you to develop a systematic understanding of the data science domain and the professional skills required for advanced practice.
  2. Supports you to plan, design and implement appropriate data science solutions for real world scenarios.
  3. Provides deep knowledge of data science techniques and develops your ability to create well justified, evidence based analytical solutions.
  4. Gives you practical experience of a substantial data science research or development project from problem analysis through to evaluation and documentation.
  5. Prepares you for future challenges in data science by developing critical thinking, ethical awareness and adaptability in evolving data driven environments.

Modules

Modules and learning outcomes

Taught stage modules

In the taught stage you will study the following core modules:

Module Title Credits
AI: Vision and Reality 15
Applied Machine Learning 15
Aston Global Advantage 15
Bayesian Theory and Data Analysis 15
Neural Networks and Deep Learning 15
Statistical Machine Learning 15
Total 90

You will choose one from the following optional modules*:

Module Title Credits
Data Visualisation 15
Multi Agent Systems and Strategic Decision Making 15

You will choose one from the following optional modules*:

Module Title Credits
AI in Biomedical Imaging 15
Natural Language Processing 15

*Availability of optional modules depends on staff availability and student demand.

Dissertation stage modules

In the dissertation stage you will study the following core module:

Module Title Credits
Dissertation 60
Total 60

Programme outcomes

On successful completion of the taught and dissertation stages, you will be able to:

  • Design solutions to real world problems based on a knowledge of theories, principles and underlying concepts of data science.
  • Create and implement algorithms using advanced computational skills and assess their applicability across different scenarios.
  • Analyse and critique data science methodologies and techniques and apply them to solve practical problems.
  • Communicate complex data science concepts clearly for academic, technical and non technical audiences.
  • Evaluate data science systems in light of ethical and legal implications.
  • Critically review academic and professional literature and conduct independent research using appropriate tools.
  • Produce well justified data science solutions using sophisticated tools and technologies.

We may update our courses to reflect best practices and academic developments. If we do, we’ll let you know of any changes at the earliest opportunity by updating our course webpages. If you have already received an offer, we’ll write to you directly to let you know of the changes.


Facilities

Aston University provides modern, well equipped computing facilities to support your learning throughout the MSc Data Science. You will have access to specialist computer labs, industry standard software tools and collaborative workspaces where you can analyse datasets, develop models and work with peers on technical projects.

Teaching takes place in contemporary lecture theatres and seminar rooms that support both theoretical study and applied data science activities. You will also benefit from our extensive library, which offers digital and print resources including academic journals, specialist textbooks and online research databases relevant to machine learning, statistics and data science.

Support technicians are available to help you make the most of the computing facilities and tools, ensuring you have everything you need to progress confidently in your studies.

Entry requirements

One of the following:

  • 2:2 (lower second-class honours) degree or equivalent in mathematics, statistics, computer science or engineering
  • 2:2 (lower second-class honours) degree or equivalent in a non-computing related subject with evidence of mathematics and programming foundations knowledge (i.e., transcript showing mathematics or programming grades at UK 60% or higher)
  • Equivalent overseas degree recognised by Aston University (see international students tab below for more information)

You will also need to provide:

  • A professional reference
    • If you are a current student or recent graduate (within the last 2-3 years), we will ask for an academic reference
    • If you are currently employed and not a recent graduate, we will ask for a professional reference
  • An official academic transcript of your university grades to date
  • A completed application form.

Aston University is a diverse, close community and welcomes international students on many of our postgraduate programmes. Students from over 120 countries choose to study with us every year. Based in the centre of Birmingham, Aston is not only a great place to study but also a great place to live.

Qualifications in your country

For details of equivalent qualifications in your country, use our area pages below:

English language requirements

Applicants whose first language is not English will be required to provide evidence of an English language qualification.

English language requirements

How to apply

Aston University provides a range of opportunities for international students to join our community and study on our campus. A key part of our strategy is our relationships with teaching partners, providing multiple pathways to Aston.

Aston’s professional work placements can improve your chance of securing a graduate job. Placements give you experience, confidence and opportunities and, as an Aston student, you’ll be better prepared for your future career. One of the great things about Aston is our focus on employability. Our close links with businesses, industries and professions make this possible.

Find out more about applying

Pathway programmes

If you don’t meet our entry requirements, we have a range of pathway programmes offered by our partner, ONCAMPUS Aston, which you can complete to progress onto one of our degrees.

We recognise the value of extensive professional experience. If you do not have the academic qualifications but have extensive and relevant professional experience and a proven ability to succeed, we would welcome your application.

The information contained on this website details the typical entry requirements for this course for the most commonly offered qualifications.

Applicants with alternative qualifications may wish to enquire with the relevant admissions teams prior to application whether or not their qualifications are deemed acceptable. For less commonly encountered qualifications this will be judged on a case-by-case basis in consultation with the academic admissions tutor.

coursepage_productdesign_students

Speak to our Admissions Team

If you have any questions about the application process please get in touch with our postgraduate admissions team:

Email: pgadmissions@aston.ac.uk

Call: 0121 204 3200 (Please note this line is open Monday-Friday between 09.30am-4.30pm)

Fees and scholarships

Course fees

UK students
(2026/27)

Annual tuition fees: £12,500

 

International students
(2026/27)

Annual tuition fees:

£24,800

The duration of this programme is set out at the top of this course page and you will be responsible for the payment of an annual tuition fee in each of these years. The University reserves the right to increase tuition fees annually in accordance with its Terms and Conditions. This means that your total tuition fee may be higher than stated above, but your total tuition fee will never increase by more than 6% year on year. An increase in fees will allow the University to cover the increased costs of delivering the course and ensure it is able to maintain high standards of education and facilities.

More information on fees

The United Kingdom government has confirmed that European Union (EU), other European Economic Area (EEA) and Swiss nationals commencing academic courses in England from August 2021 will no longer be charged the same tuition rates as UK students.

Tuition fees for students are reviewed annually and may increase in subsequent years in line with inflation linked to the Retail Price Index (RPI) to take account of the University’s increased costs of delivering the Programme. Any such increase shall always be in accordance with the law. When undertaking a placement year, a placement year fee applies.

Scholarships

At Aston University we are committed to supporting the most talented and hardworking students to achieve their potential by providing a range of scholarships to help lower tuition and living costs.

Assessment

You will be assessed through a range of methods designed to reflect real world data science practice. Assessment is primarily coursework based and may include programming assignments, analytical reports, machine learning tasks, modelling exercises, data visualisation work, presentations and portfolio submissions. Some modules may include practical assessments, class tests or quizzes to evaluate your understanding of key concepts.

Assessment tasks are created to test both your theoretical knowledge and your ability to apply data science techniques in practical scenarios. This ensures you graduate with strong analytical, computational and problem solving skills that are directly relevant to data driven roles across industry and research.

Career prospects

Graduates of the MSc Data Science are well prepared for a wide range of advanced roles across data intensive industries. Your specialist skills in statistical modelling, machine learning, predictive analytics and algorithmic development will equip you for careers such as:

  • Data scientist
  • Machine learning engineer
  • Data analyst
  • Applied statistician
  • Data engineer
  • Quantitative modeller
  • AI specialist
  • Research technologist

With strong analytical and programming expertise, you will be well suited to positions in technology, finance, healthcare, consulting, government, manufacturing, logistics, retail and emerging digital sectors. The programme also provides an excellent foundation for doctoral study or research‑focused careers.
Throughout your studies, you will benefit from Aston’s strong links to industry, employer engagement opportunities and support from the award winning Careers and Placements team to help you plan your next steps.

Alumni

Be part of our community

Once you have joined us at Aston University, you’ll always be part of our community, even beyond graduation.

Frequently asked questions

Is Birmingham a good place to study?

Our campus is based in the centre of Birmingham, the youngest major city in Europe and a great place to live, work and study.

  • Great music and entertainment with a vibrant nightlife. Bars, clubs, pubs, live music, festivals, concerts. Whatever your tastes, there's something here for everyone.
  • Fantastic food. Birmingham's diverse community means you can try anything from the famous Balti triangle, the Chinese Quarter, high street chains, halal and vegan food, and Michelin-star dining.
  • World-class shopping. The Bullring and Grand Central is a shopper's paradise. From the world's biggest Primark to luxury brands at the Mailbox.
  • Arts and culture. Museums, galleries, theatres, concerts and Birmingham's art collection is as wide as it is impressive - not to be missed.
  • Green, open spaces. One of the greenest cities in Europe, Birmingham has hundreds of publicly accessible parks and green spaces across the city.
  • Sporting action. Birmingham has some of the most exciting venues for watching or participating in sport in the UK.

Discover Birmingham

What is the Postgraduate Guaranteed Internship Scheme?

Aston’s Postgraduate Guaranteed Internship Scheme means you get more than a degree; you will graduate with an industry internship and the experience and skills employers around the world are looking for.

We guarantee an internship to all full-time students studying a taught master’s programme at either our Birmingham or London campus, including MA and MSc programmes, for students joining Aston in the 25/26 or 26/27 academic year.

It is open to both international and UK students, and there is no charge to register or participate in the scheme.

Our multi award-winning Careers and Placements Team will work with you to secure your industry internship which you will complete part-time, taking no more than 20 hours per week. The precise hours and timing will depend on each employer’s requirement, but will fit around your study timetable.

The duration of the internship will usually be around two months, but could range from around one month up to six months.

Postgraduate Guaranteed Internship Scheme

Why study Advanced Computer Science at Aston University?

Data science is one of the most in demand and influential fields in today’s digital economy, with organisations across every sector seeking specialists who can interpret data and turn it into meaningful insights. Studying at Aston gives you access to expert teaching, hands on project experience and a curriculum that reflects current industry needs.

You will learn advanced analytical and computational techniques, work with real datasets and develop practical skills that prepare you for high value technical roles. With strong industry connections, dedicated academic support and opportunities to build specialist expertise, Aston University provides an excellent environment to advance your data science career.

Aston University Hello team

Hello, what would you like to ask us?

Hello, we are a team of current Aston University students from various parts of the world, studying a wide range of postgraduate subjects.

Ask us anything about studying at Aston University.

Chat to our students

 

Register your interest