Metadata
Title
Data Science and Finance MSc
Category
graduate
UUID
0394b23d111b47709106592679ea1b18
Source URL
https://www.ncl.ac.uk/postgraduate/degrees/5548f/
Parent URL
https://www.ncl.ac.uk/postgraduate/degrees/
Crawl Time
2026-03-19T01:39:39+00:00
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Data Science and Finance MSc

Source: https://www.ncl.ac.uk/postgraduate/degrees/5548f/ Parent: https://www.ncl.ac.uk/postgraduate/degrees/

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Global Top 140 University

QS World University Rankings 2026

Top 145 for Engineering and Technology

QS World University Rankings by Subject 2025

Top 170 for Computing Science and Information Systems

QS World University Rankings by Subject 2025

Overview

Master the power of data to transform banking and finance with this conversion degree. Gain the skills to analyse complex financial systems and make confident, data-driven decisions in a rapidly evolving global industry.

The finance sector has always relied on data, but today’s markets generate more information than ever before.

Businesses increasingly need efficient ways to collect, analyse and transform data into insights that drive better decisions.

By utilising advanced data science methods and computational power, you'll learn to:

The Data Science and Finance MSc at Newcastle University is a conversion programme. We have designed it to equip you with the skills to turn large, complex datasets into actionable insights. You’ll graduate with the ability to maximise opportunities and navigate the financial world with confidence.

You’ll build a solid foundation in the latest computational and mathematical techniques which are highly valued by industry. You’ll develop programming skills in Python and R, which are vital as a basis in this field. You'll then advance onto cutting-edge machine learning and AI methods to unlock insights from complex data.

You’ll then take a deep dive into banking and finance topics. By combining your data analysis and programming skills with advanced banking and finance knowledge, you’ll be able to:

Aspects of this course are delivered by expert data scientists from the UK’s National Innovation Centre for Data (NICD). You’ll immerse yourself in their leading-edge techniques and practical applications of data science through data bootcamps and learning by experience.

You’ll also be taught by leading researchers from the Finance Subject Group, who are at the forefront of banking and finance and helping to shape the future of the field.

This Data Science Master's degree is part of a suite of Data Science conversion degrees. You may also be interested in:

How to apply

Quality and ranking

Recognition of professional qualifications outside of the UK

If you’re studying an accredited degree and thinking about working in Europe after you graduate, the best place to find current information is the UK Government’s guidance on recognition of UK professional qualifications in EU member states. This official resource explains whether your profession is regulated in another country, what steps you need to take, and which organisation you should contact.

[## Funding and scholarships webinars

Join our funding and scholarship webinars.](https://belong.ncl.ac.uk/pg-online-webinar)

Next: Course details

What you'll learn

Phase one: Core foundations in Data Science

In phase one, you’ll learn to understand the data itself before processing it, so you can interpret results accurately and make informed decisions. You’ll build a solid foundation in:

You'll develop confidence in using programming languages such as R and Python.

You’ll then explore the theory and applications of data science in greater depth. A skills-based module delivered by the UK’s National Innovation Centre for Data (NICD) will allow you to work on solutions to real challenges drawn from NICD’s client projects.

You’ll build essential legal knowledge, covering data protection, privacy, security, and equality frameworks.

Phase two: Banking and Finance

In this phase, you’ll build advanced knowledge of banking and finance, whether you’re deepening existing expertise or approaching the subject for the first time. You’ll explore the structure of banking systems and financial markets, the risks they face, and the quantitative methods used to measure and manage those risks. You’ll also learn about green finance, sustainability, and the evolving regulatory environment.

Phase three: Capstone project

In your final phase, you’ll bring your new skills and knowledge together. You’ll complete a research- or industry-focused independent project that applies data science to a real challenge in banking and finance.

This is your opportunity to explore a topic that interests you or supports your career goals.

Modules

You will study modules on this course. A module is a unit of a course with its own approved aims and outcomes and assessment methods.

Data Science and Finance MSc modules

You take the following compulsory modules:

Compulsory modules Credits
Data Visualisation and Data Handling 20
Programming and Machine Learning 20
Foundations of Data Science 20
Data Science Skills 20
Programming for Finance 10
Financial Risk Management 10
Retail and Investment Banking 10
Green Finance and Sustainability 10

You also take one of the following modules:

Optional modules Credits
Case Study Project in Applied Data Science 60
Individual Project in Applied Data Science 60

How you'll learn

Delivery and teaching methods

You'll be taught using a range of methods, including:

Assessment methods

Depending on your modules, you'll be assessed through a combination of:

Additional assessment information

Some assessments will be completed on our specialist software Numbas, which will test your mathematical knowledge.

Support

Data science resources

Before the course begins, you’ll receive a set of resources designed to support your transition into data science. These materials provide a fast-paced refresher on key mathematical concepts. They will help bridge the gap between what you learned previously and what you'll encounter on the course. You’ll start your course with confidence and be able to refer to the resources as your learning progresses.

Numbas learning software

You'll have access to specialist learning software called Numbas. Developed at Newcastle University, it's now used by mathematicians and statisticians worldwide. This innovative software allows you to work on interactive code worksheets, so throughout your course, you can test and refine the mathematics skills you’ll need for data science.

Maths-Aid

All students on our Data Science conversion degrees can make use of Maths-Aid, a team of experts who can provide support and advice on all aspects of maths and statistics.

Statistics and Data Science clinic

During your capstone project, you’ll be supported by our Statistics and Data Science clinic, where you can book one-to-one sessions with expert data scientists. Whether you need support with a technical issue or refining your analysis, tailored support is available to help your project progress. This is additional support to your project supervisor.

Our staff

This course is delivered by:

You’ll be taught by experts at the frontier of data science, finance and banking. You'll work alongside academics from the following research areas:

We're home to the UK’s National Innovation Centre for Data (NICD). This gives you unique opportunities to collaborate with industry partners across multiple sectors.

Philip Robinson Library (Student Texts Collection)

Your development

Professional skills

You’ll strengthen your ability to critically analyse finance-related questions and enhance your problem-solving skills. These capabilities are highly valued by employers across the global finance industry. Through a module delivered by the National Innovation Centre for Data (NICD), you’ll gain key professional skills by working through real innovation processes you might see in the workplace. You’ll take a problem from initial formulation through to a practical, client-focused solution.

Research skills

You’ll learn to design, implement, and report on data-driven research projects. This includes:

Practical skills

You’ll build a working knowledge of the banking and financial industry, learning how to apply data science methods to optimise performance while tackling sector-specific risks and challenges. You’ll develop your programming skills, using languages such as Python and R. You’ll also gain hands-on experience with MATLAB, a powerful tool for financial modelling and data analysis. We'll equip you with practical skills needed to succeed in the fast-paced finance sector.

Course information: Disclaimers, policies and changes

Previous: OverviewNext: Entry requirements

Entry requirements

The entrance requirements below apply to 2026 entry.

Academic entry requirements

A 2:2 honours degree, or international equivalent

GCSE Mathematics grade 6 in Mathematics (or equivalent)

Applicants from a non-standard background and individuals with strong relevant work experience are encouraged to apply and will be considered on an individual basis.

Qualifications from outside the UK

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English Language requirements

Select your qualification IELTSPearsonsDuolingo English TestTOEFLOtherPre-Sessional Entry - 6 weeksPre-Sessional Entry - 10 weeks

Previous: Course detailsNext: Careers

Your future

This programme will equip you with the expertise to excel in specialised roles within the global finance industry, which might include:

Advanced data science knowledge would also give more traditional roles in the banking and finance industry a competitive edge.

Further study

This Master's provides an excellent foundation for further study. You’ll have the opportunity to pursue PhDs or a research career in areas such as banking and finance, data science, machine learning, and related disciplines.

You'll benefit from industry links from the School of Computing, the School of Mathematics, Statistics and Physics and the Business School. We have links with global companies, including:

These connections provide you with numerous benefits, potential employment upon graduation and industry-sponsored projects. We regularly welcome professionals from industry to deliver workshops and guest lectures. Recent speakers have included:

You can take advantage of our status as an Experiential Learning Partner of Bloomberg and, through self-study, complete the Bloomberg Market Concepts certificate. This will give you an interactive introduction to the financial markets.

Students celebrate second consecutive year of success at Bloomberg Global Trading Challenge

You’ll have the chance to take part in a live financial trading simulation delivered in partnership with Amplify Trading. You can also join the CFA Institute’s annual Global Investment Challenge, gaining insights into different roles in the financial industry and boosting your employability.

Careers support

Alongside support from our central Careers Service, you’ll benefit from a dedicated Careers Consultant and Employability Facilitator for this course. You can book one-to-one appointments to plan your next steps and take part in a full programme of employability events and workshops throughout the year.

You’ll also have access to Newcastle University Business School's specialist Careers team and Graduate Outcomes team, who provide support, guidance, and tailored resources.

Our Careers Service

Our expert Careers Service is here to help you take the next steps in your professional life. We will support you while you’re studying with us and for up to three years after you graduate.\ \ You will have access to expert one-to-one advice and guidance through our campus careers centre and online, along with digital resources, workshops, networking opportunities, and careers and recruitment events.\ \ We’ve been awarded 5 QS Stars for Student Employability (2025). Many of our degrees are shaped by strong links with national and international businesses. We are committed to helping you access real-world experience opportunities and develop key skills through paid work placements and internships.

Visit our Careers Service website

If students apply to Newcastle University, they will benefit from the knowledge and experience of the National Innovation Centre for Data. The main thing students will gain is the practical application of fundamental data science that they'll learn throughout their course. They'll understand the business domains and problems that the real world is facing and how these techniques and methods can resolve those problems and help to create new products and services that will dominate the market.

Previous: Entry requirementsNext: Facilities

Facilities

You’ll have access to a suite of specialised facilities and industry-standard tools, allowing you to work with real-world financial, economic, and accounting data, mirroring professional working conditions in the sector. You’ll gain hands-on experience with:

The Business School also offers a number of study spaces and social areas, as well as an on-site café.

Find out more about the Business School’s facilities

Urban Sciences Building

The School of Computing is based in the £58 million Urban Sciences Building (USB), a flagship development located on the £350 million Newcastle Helix regeneration site in the heart of Newcastle. Newcastle Helix brings together:

The USB is a living laboratory and has over 4,000 sensors that record detailed research data, which can be used in student projects.

As a student, you'll have access to facilities including:

Explore the Urban Sciences Building

Learn more about the Newcastle Helix

Newcastle University's Urban Sciences Building Tour

Herschel Building

You'll join the School of Mathematics, Statistics and Physics based in the Herschel Building.

A well-equipped learning environment will support your studies, and you'll have access to extensive IT facilities for teaching and self-study, including:

The Herschel Building also has dedicated study and social spaces, and a computing area.

Previous: CareersNext: Fees & funding

Fees, Funding and Scholarships

Tuition fees for 2026 entry (per year)

Qualification: MSc Full time
Home students Full time: 12 months Tuition fees (per year) £14,500
International students Full time: 12 months Tuition fees (per year) £31,700

Tuition fee increases

As a general principle, you should expect the tuition fee to increase in each subsequent academic year of your course, subject to government regulations on fee increases and in line with inflation.

EU, other EEA and Swiss nationals - tuition fee status

Depending on your residency history, if you’re a student from the EU, other EEA or a Swiss national, with settled or pre-settled status under the EU Settlement Scheme, you’ll normally pay the ‘Home’ tuition fee rate and may be eligible for Student Finance England support.

EU students without settled or pre-settled status will normally be charged fees at the ‘International’ rate and will not be eligible for Student Finance England support. You may be eligible for a scholarship worth 25% off the international fee. Search our funding database.

If you are unsure of your fee status, check out the latest guidance here.

Scholarships

We support our EU and international students by providing a generous range of Vice-Chancellor's automatic and merit-based scholarships. See our searchable postgraduate funding page for more information.

What you're paying for

Tuition fees include the costs of:

Find out more about:

Deposit

If you are an international student or a student from the EU, EEA or Switzerland and you need a visa to study in the UK, you may have to pay a deposit.

You can check this in the How to apply section.

Funding deadlines

If you're applying for funding, always check the funding application deadline. This deadline may be earlier than the application deadline for your course.

For some funding schemes, you need to have received an offer of a place on a course before you can apply for the funding.

Search for funding and scholarships

Find funding available for your course

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Previous: FacilitiesNext: How to apply

How to apply

Before you start

Start Dates

The course starts in September.

Closing Dates

There is no application closing date for this course. We suggest international students apply at least two months before the course starts. This is so that you have enough time to make the necessary arrangements.

Deposit

All International students

If you are an international student or a student from the EU, EEA or Switzerland and you need a visa to study in the UK, you must pay a deposit or submit an official letter of sponsorship. The deposit is payable after you receive an offer to study with us. This deposit is non-refundable and will be deducted from your tuition fees when you register. You may also be subject to academic and English language qualification verification, confirmation of funds and credibility interviews.

International students who received an offer before 18 March 2026

International students Bangladesh, Ghana, Myanmar, Nigeria, Sri Lanka, and Pakistan who received an offer after 18 March 2026

All International students (excluding those from the markets above) who received an offer after 18 March 2026

Programme codes

Qualification: MSc Full time
Full time: 12 months Programme Code: 5548F

Using the application portal

The application portal has instructions to guide you through your application. It will tell you what documents you need and how to upload them.

You can choose to start your application, save your details and come back to complete it later.

If you’re ready, you can select Apply Online and you’ll be taken directly to the application portal.

Alternatively you can find out more about applying on our applications and offers pages.

\ Apply Online

Previous: Fees & fundingNext: Get in touch

Open days and events

Find out about how you can visit Newcastle in person and virtually

Overseas events

We regularly travel overseas to meet with students interested in studying at Newcastle University.

Visit our events calendar for the latest events

Get in touch

Questions about this course?

If you have specific questions about this course you can contact:

Admissions Secretary\ Telephone: +44 (0) 191 208 8072\ Email: computing.admissions@ncl.ac.uk\ School of Computing\ ncl.ac.uk/computing

General enquiries

For more general enquiries, you could also complete our online enquiry form.

Fill in our enquiry form

Application enquiries

If you've got a question about your application, send us an enquiry via the application portal you applied through.

If you haven't applied yet, you can send your questions via our enquiry form.

Fill in our enquiry form

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Our Ncl chatbot might be able to give you an answer straight away. If not, it’ll direct you to someone who can help.

You'll find our Ncl chatbot in the bottom right of this page.

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Choosing a university is a big decision. If you've got questions about a particular course, student life or the city of Newcastle, why not chat to our friendly students or graduates!

Keep updated

We regularly send email updates and extra information about the University.

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