Data Science Program

Data Science Program at Barcelona Graduate School of Economics

The Data Science Program at Barcelona Graduate School of Economics is a rigorous and comprehensive program designed to equip students with the essential skills and knowledge required to excel in the rapidly evolving field of data science. This program combines theoretical foundations with practical applications, enabling graduates to analyze complex datasets, develop innovative algorithms, and make data-driven decisions across various industries. The curriculum covers key areas such as statistical inference, machine learning, data mining, and predictive modeling, fostering a deep understanding of how to extract valuable insights from data. Students have the opportunity to engage in hands-on projects using real-world datasets, developing their ability to implement scalable solutions in a professional context.

The program is tailored for individuals aiming to build a solid foundation in data science, whether they come from backgrounds in economics, computer science, mathematics, or related fields. It emphasizes not only technical proficiency but also critical thinking and problem-solving skills necessary for tackling complex analytical challenges. Throughout the program, students benefit from a highly interactive learning environment, access to cutting-edge tools and technologies, and close collaboration with experienced faculty members and industry experts. The faculty team brings a wealth of academic and professional expertise, ensuring that the coursework remains relevant to the current data landscape.

Graduates of the Data Science Program will be well-prepared to pursue careers in data analysis, data engineering, machine learning engineering, or data consulting. They will possess the ability to effectively communicate insights derived from data to stakeholders and contribute meaningfully to strategic decision-making processes. Additionally, the program offers networking opportunities with alumni, industry partners, and participating institutions, fostering professional growth and collaboration. By combining a strong academic framework with real-world applications, the Data Science Program at Barcelona Graduate School of Economics is committed to developing highly skilled data scientists capable of making a meaningful impact in today's data-driven world.

The Data Science program is organized around four pillars:

• Statistics and Machine Learning
• Optimization and Operational Research
• Data Warehousing, Business Intelligence, and Big Data Analytics
• Economics, Finance, and Policy-Making

Skills Acquired

• Expertise in modern computational, high-dimensional and simulation-based Statistics and Machine Learning
• Solid evaluation of the opportunities of data-driven value creation within companies and organizations
• Ability to apply appropriate statistical methodologies and optimization techniques in solving complex problems
• Innovation with database management systems and distributed processing in a cloud computing environment
• Experience analyzing Big Data from the Internet of Things (industrial sensor data), the Internet of People (social and location data), and business transaction data
• Effective communication of data analysis results through presentation and aesthetic charting skills

Addressed to

• Graduates in Economics or Business with a solid economics grounding, and keen interest in quantitative methods
• Graduates in Computer Science, Engineering, Mathematics, Physics, or Statistics with the ambition to work on real-world problems and data
• Programming professionals looking to acquire analytical and quantitative tools to leverage their experience
• Aspiring PhD students looking for rigorous training in quantitative and analytical methods

Prospective Employers

• Consumer Goods, E-commerce, Entertainment, Pharmaceutical, and Telecommunications Industries
• Logistics and Transportation Industries
• Finance and Insurance Industry
• Consulting and Research Organizations
• Banking and Public Institutions

Entry criteria

At the Barcelona GSE we look for excellence and talent. Key elements of a strong application are a high GPA, a sound statement of purpose and a standout reference letter. Strong knowledge in economics and good quantitative skills are also recommended.

The entry criteria for applicants are:

• An Undergraduate/bachelor/grado/laurea, or equivalent degree from an accredited college or university (for Bologna degrees, a minimum of 180 ECTS are required).
• A typical applicant would hold a University Diploma in Economics, Finance, Engineering, Mathematics, Statistics or Business Administration. See our Student Profile for more detailed information.
• An advanced level of English language skills: TOEFL 90 and IELTS 6.5
• GRE exam is mandatory for the Data Science Program and highly recommended for those applicants to the Economics Program who want to be considered for the UPF PhD program (GPEFM).

Note that the fulfillment of the minimum entry requirements does not guarantee admission. Candidates will also be evaluated on the following admission criteria:

• Outstanding academic record
• Quantitative skills
• Reference letters

The Barcelona GSE is able to offer tuition waivers and fully-funded scholarships based on academic merit.

The financial aid that is available to students includes:

• Fully funded scholarships

• Waivers for 100%, 75%, 50% and 25% of tuition fees

• Teaching assistantships

Financial aid will only be awarded to candidates that have an outstanding academic record. All candidates will automatically be considered for any available financial aid when they submit a completed application for a master program. 

While applications are open every year until June 25, preference in funding will be given to candidates who apply before January 15. 

In the Class of 2016, 34% of students were awarded with scholarships or tuition waivers.

Master degree awarded

Upon successful completion of the program, students will receive a Master Degree in Data Science awarded jointly by Universitat Autònoma de Barcelona (UAB) and Universitat Pompeu Fabra (UPF).

All Barcelona GSE master degrees have been recognized by the Catalan and Spanish Education authorities within the framework of the Bologna Process (in Spanish, “Master Universitario o Master Oficial”)