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Data Science for Economics

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What you'll need

If you studied any part of your degree in China, you’ll need to obtain a triage service number to submit with your application. There is a charge of £25 for this service.

You'll also need to submit:

  • School or college transcripts/certificates
  • University transcripts and certified translations if applicable
  • Degree certificates
  • Personal statement outlining your learning ambitions

Our application process

  • Sign into our online portal, Apply Yourself, and start your application
  • Submit your application
  • We'll email you to let you know we're processing your application
  • Track the progress of your application using the Postgraduate Application Tracker (we'll send you a link to the tracker)
  • We'll email you when a decision has been made
  • If you've been made an offer, you can then accept or decline it using the Postgraduate Application Tracker.

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Master of Science

A Master of Science (MSc) is a master’s degree awarded for a postgraduate programme in the sciences.

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Course overview

MSc Data Science for Economics is an excellent opportunity for students who wish to pursue a career requiring a sophisticated understanding of the way data is used in businesses and utilising state-of-the-art analytical skills to solve problems.

Introduction

Data is everywhere in the modern economy and businesses are seeking talented new recruits to leverage it. The ability to extract, handle, and analyse large amounts of data is a key skill at the modern company to unlock the potential of firms.

MSc Data Science for Economics offers you rigorous training in the big data methods and cutting-edge econometric tools needed to answer the most important questions facing businesses. You will be fully prepared to work as a data scientist, statistician, or economist, driving the analytical direction of their firms.

MSc Data Science for Economics will teach you how to model economic problems, collect and analyse data, conduct rigorous empirical analyses, and discuss their work with diverse audiences. The modules in this programme cover a wide range of fields within economics and data science.

You will be taught to use data for forecasting and evaluating different policy options through models built on an understanding of causal relationships. Technical skills and competencies are at the heart of each module in the programme, and at the end of their studies, you will have a familiarity with two or more software packages (such as Python, R, and STATA).

The Management School has ringfenced a number of ULMS Excellence Scholarships for our economics master’s programmes. Eligibility and more information can be found on the School’s scholarship pages. In addition, international students could be eligible to receive a discount of up to £7,500 off your tuition fees with the University of Liverpool Postgraduate Global Advancement Scholarship, find out more on the Postgraduate Global Advancement Scholarship webpages.

Accreditation

The University of Liverpool Management School is one of an elite group of institutions worldwide to hold the gold standard ‘triple-crown’ accreditation from AACSB, AMBA and EQUIS.

Accreditations in detail

Accreditations

The University of Liverpool Management School is one of an elite group of institutions worldwide to hold the gold standard ‘triple-crown’ accreditation from AACSB, AMBA and EQUIS.

ADVANCEMENT SCHOLARSHIPS

Join a Management School MSc or MBA and you could be eligible to receive a tuition fee discount of up to £5,000.

Check your eligibility

Course content

Discover what you'll learn, what you'll study, and how you'll be taught and assessed.

Semester one

The 12 month programme consists of seven compulsory modules and one optional module, followed by a dissertation carried out over the summer period upon completion of Semester two.

In addition to the modules outlined below, a new required module: Data Management and Visualisation for Economics will be taught in Semester one.

Compulsory modules

ECONOMETRIC AND STATISTICAL METHODS (ECON814)

Credits: 15 / Semester: semester 1

Econometric and statistical methods are of vital importance for estimating relationships between economic and financial variables, and for making predictions about the future. Central banks maintain large scale forecasting models for macroeconomic variables, for instance, and policy institutes use a wide range of econometric tools for modeling macroeconomic or microeconomic data. Within the private sector, financial analysts routinely estimate volatility models, credit risk departments estimate probability of default models, and, as a final example, marketing departments in large e-businesses make use of website hit counts and treatment test methods to test for the effect of their promotions on demand. These are just a few examples of how relatively advanced econometric methods are used in practice. ECON814 Econometric and Statistical Methods lays the foundation for learning the more specialised methods taught in ECON920 Advanced Econometrics, and equips the participant with a good general understanding of the methods used for estimating and testing linear and nonlinear relationships between variables.

Macroeconomic Analysis (ECON905)

Credits: 15 / Semester: semester 1

In this module students will get a well-rounded overview of modern macroeconomics. Topics covered are facts about growth, the Solow growth model (theory and empirics), the Neoclassical growth model (growth with dynamic optimisation), and endogenous technical change. The second half of the module will focus on real business cycle models and the new Keynesian framework. We will evaluate the successes and failures of the basic models in matching data.

Microeconomic Analysis (ECON915)

Credits: 15 / Semester: semester 1

This module aims to provide an understanding of the essentials of microeconomic theory. This includes understanding what is meant by rational choice and how it can be used to predict what choices agents will make in different contexts. Students will also understand how markets work and what causes markets to fail.

Programme details and modules listed are illustrative only and subject to change.

Our curriculum

The Liverpool Curriculum framework sets out our distinctive approach to education. Our teaching staff support our students to develop academic knowledge, skills, and understanding alongside our graduate attributes:

  • Digital fluency
  • Confidence
  • Global citizenship

Our curriculum is characterised by the three Liverpool Hallmarks:

  • Research-connected teaching
  • Active learning
  • Authentic assessment

All this is underpinned by our core value of inclusivity and commitment to providing a curriculum that is accessible to all students.

Your experience

This programme is delivered by the triple-accredited University of Liverpool Management School.

The School has a thriving international master’s community with a comprehensive, interdisciplinary programme of social and extra-curricular events and dedicated careers and employability support.

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Supporting your learning

From arrival to alumni, we’re with you all the way:

What students say...

Lucy Peel

The rigorous training offered as part of the MSc Economics course has been essential for building my skills as a practising economist. The programme has a wonderful blend of modules and can really be tailored depending on different students’ career or research aspirations.

, MSc Economics

Careers and employability

The Management School’s master’s programmes have been designed from the ground up to prepare you for success in your chosen career. We have close ties with local, national and international organisations and constantly review the content of our programmes to meet the demands of top graduate employers.

Career planning

Three career coaches standing outside the Careers Studio

Our campus Career Studio is a space for students and graduates to drop into and talk to a career coach. Career coaches are highly trained to help no matter what stage you are at in your career planning. You can access support to find and apply for full-time and part-time roles, placements, internships and graduate schemes. You will also find the help you need if you have a start-up idea or want to create a business plan. You can explore the world of work, prepare for job interviews, and access careers events and workshops. The Career Studio is open Monday to Friday from 10am-5pm, simply drop in at a time that works for you.

From education to employment

Two graduates in postgraduate robes.

We develop our programmes with employers in mind. You will be supported to enhance your long-term employment prospects as you learn. We do this by exposing you to professionals, a variety of sectors and supporting you to work collaboratively with others to develop transferable skills. You are equipped with a clearer view of what to focus on in your area of interest, and to reflect on your studies. Our digital employability tools give you a tech-enhanced curriculum experience and make it easy for you to prepare for the world of work. You can use tools like the Handshake platform to connect with employers and message the Career Studio 24/7.

Networking events

Postgraduate students hold a discussion while sat round a table in in the Liverpool Guild of Students.

You can start building good professional networks by attending events and employability activities. Our events are designed to develop your skills and expose you to many different employers, as well as to help you make contacts in your field. We help you improve your confidence when speaking to employers and give you access to unique opportunities. Our networking events also boost your understanding of the competencies and skills that employers are looking for in their recruitment process, giving you a competitive edge.

Your future

You will have access to a specialist, in-house postgraduate careers team and have access to one-to-one careers guidance, workshops, seminars, and employability initiatives.

This new programme has been designed with employability at its heart and will appeal to students looking to work in data science and tech roles.

During the year, you can take part in dedicated skills and employability days including coding bootcamps in R and python to allow you to reach software fluency and allow you to excel at any task in the workplace.

The School will also host an event for data scientists from industry and the civil service to talk to you and give an insight into the career possibilities open to you.

Fees and funding

Your tuition fees, funding your studies, and other costs to consider.

Tuition fees

UK fees (applies to Channel Islands, Isle of Man and Republic of Ireland)
Full-time place, per year £12,500
International fees
Full-time place, per year £25,000
Fees stated are for the 2024-25 academic year.

Tuition fees cover the cost of your teaching and assessment, operating facilities such as libraries, IT equipment, and access to academic and personal support.

If you're a UK national, or have settled status in the UK, you may be eligible to apply for a Postgraduate Loan worth up to £12,167 to help with course fees and living costs. Learn more about paying for your studies..

Additional costs

We understand that budgeting for your time at university is important, and we want to make sure you understand any course-related costs that are not covered by your tuition fee. This could include buying a laptop, books, or stationery.

Find out more about the additional study costs that may apply to this course.

Additional study costs

We understand that budgeting for your time at university is important, and we want to make sure you understand any course-related costs that are not covered by your tuition fee. This could include buying a laptop, books, or stationery.

Find out more about additional study costs.

Scholarships and bursaries

We offer a range of scholarships and bursaries that could help pay your tuition and living expenses.

We've set the country or region your qualifications are from as United Kingdom. Change it here


Postgraduate Global Advancement Scholarship

  • International students

If you’re a new international student starting this course with us from September 2024, you could be eligible to receive a discount of £5,000 off your tuition fees.

Graduate Loyalty Advancement Scholarship

  • Home and international students
  • University of Liverpool current students and alumni only

Completed your undergraduate degree, or studied as an undergraduate exchange student, at the University of Liverpool?

You could get a loyalty discount of up to £2,500 off the tuition fees for this course from September 2024 entry.

  • £1,500 tuition fee discount for eligible UK University of Liverpool graduates
  • £2,500 tuition fee discount for eligible international University of Liverpool graduates.

ULMS Excellence Scholarship

  • Home and international students

The ULMS Excellence Scholarship will be awarded to eligible UK, Republic of Ireland and international applicants joining one of the Management School’s MSc programmes in academic year 2024/25 and studying on campus.

You’ll be considered for this award based on your academic excellence, CV and personal statement.

You’ll need to have, or be on track to obtain, a first class degree, or equivalent, with no marks below a 2:1 (60%) or equivalent in modules relevant to your chosen postgraduate programme.

Relevant work experience (paid, internship, shadowing or voluntary positions) would be advantageous, as would previously studying at a highly-ranked university.

ULMS Attainment Award

  • Home students

The ULMS Attainment Award is available to eligible UK and Republic of Ireland applicants joining one of the Management School’s MSc programmes in academic year 2024/25 and studying on campus.

You’ll need to have a first class degree, or equivalent.

Please note, this award can be combined with any Management School award or central University of Liverpool funding that you’re eligible to receive, up to a maximum of a 50% fee discount.

ULMS Progress to Postgraduate Award

  • Home and international students
  • University of Liverpool current students only

The ULMS Progress to Postgraduate Award is available to all current University of Liverpool undergraduate students, from any discipline, who want to progress onto one of the Management School’s MSc programmes beginning in September 2024.

UK, Republic of Ireland and international students are eligible. You can be intending to study full-time or part-time.

Please note, this award can be combined with any Management School award or central University of Liverpool funding that you’re eligible to receive. This includes the Graduate Loyalty Advancement Scholarship, up to a maximum tuition fee discount of 50%.

ANID Chile Scholarship

  • International students
  • Chile

Postgraduate taught and research students from Chile are eligible for this scholarship.

Chevening Scholarships

  • International students

The University, in partnership with Chevening, is delighted to offer this generous scholarship to students who are studying a master’s programme and who have future leadership potential. Please note that there is a fee cap applied to MBA programmes that requires applicants to cover any additional tuition costs over £18,000. You will still receive all additional allowances.

CONACYT Award

  • International students
  • Mexico

The University of Liverpool has an agreement with CONACYT to support postgraduate taught and research students from Mexico.

FIDERH Award

  • International students
  • Mexico

20% reduction in tuition fees for postgraduate taught and research programmes. Must be Mexico national.

Fulbright Scholarship

  • International students
  • University of Liverpool alumni only
  • United States

One scholarship is available for a master’s student from the US and another is available for a postgraduate research student to undertake a three to six month research stay from the US

FUNED Awards

  • International students
  • Mexico

Up to ten awards are available for Masters or Research students from Mexico in receipt of FUNED loans. The award gives students a 20% reduction in fees for all applications received.

Graduate Association Hong Kong & Tung Postgraduate Scholarships

  • International students
  • China
  • Hong Kong

The University is able to offer competitive scholarships for both postgraduate taught master’s and research programmes.

HRM Princess Sirindhorn University of Liverpool Scholarship (Thailand)

  • International students
  • Thailand

The University is able to offer one award to a new postgraduate taught master’s student from Thailand.

The scholarship is open to all subjects offered as a one-year taught master’s programme.  However, priority will be given to those students who wish to study in a subject area associated with HRH Princess Sirindhorn such as science, IT, medicine, the arts, geography, history and languages.

JuventudEsGto Scholarship

  • International students
  • Mexico

Residents of State of Guanajuato, Mexico, wishing to study at postgraduate taught and research levels are eligible for this scholarship.

Marshall Scholarship

  • International students
  • University of Liverpool alumni only
  • United States

One scholarship is available for a master’s student from the US to cover the cost of tuition fees. Another, to the value of £20,000, is available for Doctoral study visit: https://www.marshallscholarship.org/

Turkish Ministry of Education Scholarship

  • International students
  • Turkey

Postgraduate taught and research students from Turkey are eligible for this scholarship, see the Turkish Ministry of Education website https://meb.gov.tr/ for more information.

University of Liverpool Humanitarian Scholarships for Master’s Programmes

  • International students

The three awards available cover full tuition fees, visas and support for accommodation and living expenses.

This scholarship is open to support people who have recognised status as either refugees or are under humanitarian protection under the 1951 Refugee Convention. This status must be held outside of the UK.

The scholarship is open for all postgraduate-taught programmes, excluding medicine, dentistry, veterinary and nursing.

University of Liverpool International College Excellence Scholarship

  • International students

The University of Liverpool will award five University of Liverpool International College students, who achieve the highest academic excellence (minimum 75%) in their UoLIC Pre-Master’s programme, the prestigious UoLIC Excellence scholarship.

University of Liverpool International College Impact Progression Scholarships

  • International students

University of Liverpool International College recipients of the Kaplan awards will receive the £3,000 Progression Impact Scholarship, deducted from first-year tuition fees, on successful progression to their UoL degree programme.

To be eligible for our Impact Progression Scholarships, students must apply for one of the Kaplan Impact Scholarships demonstrating their commitment to making an impact across issues of importance to the University and Kaplan. Themes include:

Sustainability
Women in STEM
Community
Career Focus (Employability)

Vice-Chancellor’s International Attainment Scholarship for China

  • International students
  • China

Details are:
1 (one) Full scholarship
2 (two) £10,000 scholarships
5 (five) £5,000 scholarships
10 (ten) £1,000 scholarships
All scholarships will be awarded after the formal registration at the University and will take the form of a fee waiver.

Please note: This scholarship cannot be combined with any other scholarships or bursaries provided by the University.

Entry requirements

The qualifications and exam results you'll need to apply for this course.

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Your qualification Requirements

About our typical entry requirements

Postgraduate entry requirements

A 2:1 Honours degree (or overseas equivalent) in Economics or a related discipline with a quantitative focus.

Students with a 2:1 degree from a quantitative science discipline (e.g. Maths, Physics, Statistics, Operations Research) are also encouraged to apply.

Applicants should have competency in A Level Mathematics/ Statistics or equivalent.

International qualifications

If you hold a bachelor’s degree or equivalent, but don’t meet our entry requirements, a Pre-Master’s can help you gain a place. This specialist preparation course for postgraduate study is offered on campus at the University of Liverpool International College, in partnership with Kaplan International Pathways. Although there’s no direct Pre-Master’s route to this MSc, completing a Pre-Master’s pathway can guarantee you a place on many other postgraduate courses at The University of Liverpool.

English language requirements

You'll need to demonstrate competence in the use of English language, unless you’re from a majority English speaking country.

We accept a variety of international language tests and country-specific qualifications.

International applicants who do not meet the minimum required standard of English language can complete one of our Pre-Sessional English courses to achieve the required level.

English language qualification Requirements
IELTS 6.5 overall, with no component below 6.0
International Baccalaureate

Standard Level (Grade 5)

TOEFL iBT 88 overall, with minimum scores of listening 19, writing 19, reading 19 and speaking 20
Duolingo English Test 120 overall, with no component below 105
Pearson PTE Academic 61 overall, with no component below 59
LanguageCert Academic 70 overall, with no skill below 65
PSI Skills for English B2 Pass with Merit in all bands
INDIA Standard XII National Curriculum (CBSE/ISC) - 75% and above in English. Accepted State Boards - 80% and above in English.
WAEC C6 or above

PRE-SESSIONAL ENGLISH

Do you need to complete a Pre-Sessional English course to meet the English language requirements for this course?

The length of Pre-Sessional English course you’ll need to take depends on your current level of English language ability.

Find out the length of Pre-Sessional English course you may require for this degree.

Pre-sessional English

If you don’t meet our English language requirements, we can use your most recent IELTS score, or the equivalent score in selected other English language tests, to determine the length of Pre-Sessional English course you require.

Use the table below to check the course length you're likely to require for your current English language ability and see whether the course is available on campus or online.

Your most recent IELTS score Pre-Sessional English course length On campus or online
6.0 overall, with no component below 6.0 6 weeks On campus
6.0 overall, with no component below 5.5 10 weeks On campus and online options available
6.0 overall, with no more than one component below 5.5, and no component below 5.0 12 weeks On campus and online options available
5.5 overall, with no more than one component below 5.5, and no component below 5.0 20 weeks On campus
5.0 overall, with no more than one component below 5.0, and no component below 4.5 30 weeks On campus
4.5 overall, with no more than one component below 4.5, and no component below 4.0 40 weeks On campus

If you’ve completed an alternative English language test to IELTS, we may be able to use this to assess your English language ability and determine the Pre-Sessional English course length you require.

Please see our guide to Pre-Sessional English entry requirements for IELTS 6.5, with no component below 6.0, for further details.

About our entry requirements

Our entry requirements may change from time to time both according to national application trends and the availability of places at Liverpool for particular courses. We review our requirements before the start of the new application cycle each year and publish any changes on our website so that applicants are aware of our typical entry requirements before they submit their application.

We believe in treating applicants as individuals, and in making offers that are appropriate to their personal circumstances and background. Therefore the offer any individual applicant receives may differ slightly from the typical offer quoted on the website.

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Why Liverpool?

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Accommodation

To fully immerse yourself in the university experience living in halls will keep you close to campus where you can always meet new people. Find your home away from home.

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Fees and Finance

Discover what expenses are covered by the cost of your tuition fees and other finance-related information you may need regarding your studies at Liverpool.

Changes to Data Science for Economics MSc

See what updates we've made to this course since it was published. We document changes to information such as course content, entry requirements and how you'll be taught.

23 March 2023: New postgraduate taught course pages

New course pages launched.