Matías Golman

CV

Micro-econometrician and applied labour economist, with research experience at the ILO, the OECD and the World Bank. Argentinian and Polish citizenship, based in Utrecht.

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Positions

2026–
Lecturer in Applied Economics
Utrecht University, Netherlands

Teaching the Data Science Lab for Economists and the Welfare State track of Integrating Insights (PPE). Supervising Bachelor's and Master's theses in applied economics and economic policy.

2020–26
Economist consultant
International Labour Organization

Informality in Costa Rica; a meta-database of 150 formalisation evaluations in Latin America; the Argentina informality dashboard; the ILO–ECLAC Argentine labour market bulletin; the WESO 2021 chapter on digital labour platforms.

2024
Junior economist, Centre for Entrepreneurship, SMEs, Regions and Cities
OECD, Paris

Co-authored "Unleashing SMEs' Potential to Scale Up": econometric analysis, and an assessment of machine learning methods for predicting firm growth.

2019
Junior technical officer, Research Department
International Labour Organization, Geneva

Co-authored ILO Working Paper 34 on old-age work and income security in middle-income countries.

2018
Junior economist consultant
The World Bank, Buenos Aires

Statistical analysis for a working paper on Ecuador's income protection system for older people.

2017–19
Research assistant, IIEP-Baires
University of Buenos Aires

Distributive effects of the minimum wage, formalisation policy, and social protection for children; occupational skill indicators for studies of AI in Latin America.

2014–17
Coordinator of educational programmes
Fundación Uniendo Caminos, Buenos Aires

Ran an education centre for 70 young people in Villa 21-24, leading a team of 30 volunteers.

Education

2021–25
PhD in Economics
University of Nottingham

Three essays on skills, personality demand and formalisation policy, using text as data on 11.7 million job vacancies and a meta-analysis of Latin American evaluations.

2018–19
MA in Applied Labour Economics for Development
University of Turin and ITC-ILO

110/110. Thesis on NEET labour market transitions.

2017–18
MA in Economics
University of Buenos Aires

9.07/10. Thesis on unemployment duration using survival models.

2012–16
Licentiate in Economics
University of Buenos Aires

Cum laude. Thesis on microfinance default, third prize in the 2017 thesis competition of the Buenos Aires Council of Economic Sciences, later published in Problemas del Desarrollo.

Selected publications

2018
What drives debt defaults in microfinance? The case of Asociación Civil Avanzar
Problemas del Desarrollo, 49(195), 127–151, with Marta Bekerman
2020
NEETs' labour market transitions: a survey for Argentina
Revista de Economía Política de Buenos Aires, 21
2020
Unemployment duration in Argentina: a dynamic analysis, 2003–2018
Asociación Argentina de Economía Política, annual meeting
2018
Asymmetric impacts of the economic cycle on unemployment in Argentina
Asociación Argentina de Economía Política, annual meeting, UNLP

Working papers and policy reports

Skills

Econometrics

Panel data, causal inference, difference-in-differences, survival analysis, impact evaluation, meta-analysis.

Data

Natural language processing and text as data, machine learning, large survey microdata. Advanced Stata; working Python and R. DataCamp Associate Data Scientist (2024).

Communication

Writing for academic, policy and general audiences. Data visualisation and interactive tools.

Languages

Spanish

Native

English

Advanced (TOEFL iBT 100, C1)

Italian

Intermediate (B2)

Dutch

B1 in progress (A2 certified)

French

A2

Community

Ongoing

Volunteer English teacher at Refugee Roots, Nottingham, with adults seeking asylum. Postgraduate representative and Equality, Diversity and Inclusion officer at the University of Nottingham. Co-coordinator of an EU-funded training project on sustainable entrepreneurship for disadvantaged youth across Tanzania, Nepal, Argentina, Portugal, Slovenia and Italy.