MSc Economics and Data Analytics

1 Year On Campus Masters Program

University College Dublin

Program Overview

The MSc in Economics and Data Analytics at UCD combines advanced economic theory with cutting-edge data science, preparing students to tackle complex policy and business challenges using quantitative tools. It is designed for graduates who want to become professional economists, analysts, or consultants, and who are eager to apply econometric and machine learning techniques to real-world problems.

Curriculum Structure

Year 1 (Semester 1)
Students begin with core modules in Microeconomics, Macroeconomics, and Econometrics, alongside training in Data Analytics for Economics. This foundation equips students with both the theoretical frameworks and the technical skills needed to analyze large datasets and evaluate economic policy.

Year 1 (Semester 2)
The focus shifts to applied modules such as Machine Learning for Economics, Applied Policy Analysis, and advanced Econometrics II. Students learn to design empirical studies, apply predictive modeling, and interpret results in the context of economic decision-making.

Focus Areas

Microeconomics, Macroeconomics, Econometrics, Data Analytics, Machine Learning, Policy Analysis.

Learning Outcomes

Graduates will master advanced economic theory, econometric modeling, and data science techniques, enabling them to critically evaluate policy, conduct independent research, and provide evidence-based solutions in government, business, and international organizations.

Professional Alignment (Accreditation)

The MSc in Economics and Data Analytics is awarded at NFQ Level 9, ensuring international recognition and alignment with Ireland’s national qualifications framework.

Reputation (Employability Rankings)

UCD is ranked among the top 1% of universities worldwide and is Ireland’s leading economics department. Graduates of this program benefit from UCD’s strong reputation and employability outcomes, progressing into roles in government, consulting, finance, and international organizations.

Experiential Learning (Research, Projects, Internships etc.)

One of the most exciting aspects of UCD’s MSc in Economics and Data Analytics is how it blends rigorous academic study with practical, hands-on training. Students don’t just learn theory — they actively apply econometric and data science tools, collaborate on group projects, and engage with industry professionals. The program is jointly offered by the UCD School of Economics and the UCD School of Mathematics and Statistics, ensuring you graduate with both the intellectual depth and the technical expertise employers demand.

To show you how experiential learning is embedded in this program, here are the specific opportunities and facilities available:

Software & Digital Tools: Training in advanced econometric and statistical software such as Stata, R, and programming languages like Python, alongside modules in Machine Learning and Bayesian Analysis.
Group Projects & Presentations: Students work collaboratively on applied case studies and present findings, mirroring the teamwork and communication skills required in consulting, finance, and policy roles.
Industry Engagement: Talks and workshops with industry professionals give students direct exposure to how economics and data analytics are applied in real-world contexts.
Internship/Capstone Options: In the final trimester, students can choose between a professional internship or a supervised research thesis, ensuring practical application of their skills.
Library Access: Full access to UCD’s James Joyce Library and specialized economics and statistics collections, providing extensive datasets, journals, and digital resources.
School of Economics & Statistics Facilities: As Ireland’s leading economics department, UCD offers strong links to policy institutions and research bodies, enhancing students’ exposure to applied research.
Networking Opportunities: Departmental seminars and alumni connections provide valuable pathways into careers in government, consulting, finance, and international organizations.

This experiential framework ensures that graduates leave not only with advanced theoretical knowledge but also with the ability to apply econometric tools, conduct independent research, and engage confidently with professional and academic communities.

Progression & Future Opportunities

Graduates of UCD’s MSc in Economics and Data Analytics are equipped with some of the most in-demand skills in today’s labour market, combining advanced economic theory with data programming, machine learning, and econometric analysis. Typical career paths include roles as data analysts in financial institutions, economic consultants in policy organizations, research economists in think tanks or government agencies, and business intelligence specialists in multinational firms. The program is designed to ensure strong employability outcomes and clear pathways into advanced study:

University Career Services: UCD’s Careers Network supports students with tailored workshops, employer events, and one-to-one guidance. Graduates are tracked through the Graduate Outcomes Survey, which records employment and further study nine months after graduation.
Employment Stats: UCD consistently ranks among the top 1% of universities worldwide and is recognized for strong graduate employability. According to UCD’s Graduate Outcomes data, the majority of graduates are employed or in further study within nine months.
Industry Partnerships: The program benefits from UCD’s strong links with the School of Economics and the School of Mathematics and Statistics, as well as connections to Irish policy institutions such as the Economic and Social Research Institute (ESRI) and the Central Bank of Ireland, giving students exposure to real-world applications.
Accreditation Value: The MSc is awarded at NFQ Level 9, ensuring international recognition and long-term career portability.
Graduate Outcomes: Alumni progress into diverse roles across consulting firms, government agencies, NGOs, and doctoral study at leading institutions worldwide.

Further Academic Progression:
After completing the MSc in Economics and Data Analytics, students are exceptionally well-prepared to continue into PhD-level research either at UCD or at other leading international universities. The program’s emphasis on econometrics, machine learning, and supervised thesis work provides the foundation for doctoral study in economics, data science, or public policy. Many graduates leverage this pathway to pursue academic careers, advanced policy research, or specialized consultancy.