Pubblicato su stage4eu il: 30/01/2025 European Central Bank, PhD traineeship in Directorate General Economics

ECB - European Central Bank
Sonnemannstrasse 20, Frankfurt am Main, Germania
Economia e finanza, Statistica/Data Analysis
3-6 mesi prorogabili fino a un massimo di 12 
2.120 euro mensili
Benefit: indennità di alloggio
L'offerta scade il 19/02/2025
vai all'offerta
Attività:
  • Conduct empirical analyses using state-of-the-art economic and econometric models;
  • contribute to the enhancement of analytical, econometric and forecasting tools under the supervision of ECB experts – you may have the opportunity to submit papers based on this work for publication in the ECB’s Working Paper Series and academic journals.

You will also work on one of the following projects.

  1. Exploring the role of artificial intelligence, for example how we can use machine learning and deep learning and apply neural networks to large datasets to construct “sentiment indicators” for fiscal policy and to forecast fiscal variables (government revenues, expenditures, deficits), as well as to produce debt sustainability analyses.
  2. Exploring the impact of fiscal policies, such as fiscal policy multipliers, on the macroeconomy, based on both empirical and theoretical models, and in different phases of the business cycle. This may include contributing to the build-up of heterogeneous agent New Keynesian models.
  3. Assessing the role national and aggregate euro area fiscal policies play in climate change mitigation, evaluating debt sustainability risks, and exploring the trade-off between debt sustainability and the stabilisation function of fiscal policies.
  4. Assessing the recent reform of EU fiscal rules, options for provision of common public goods in the Economic and Monetary Union and the EU, risk-sharing mechanisms, the interplay between fiscal rules and market discipline, and the implications of introducing a safe asset for the Economic and Monetary Union.
  5. Developing time series models for forecasting fiscal variables, including models which combine data sampled at different frequencies, evaluating the impact of revisions in fiscal data and differences between real-time and revised data, and assessing the determinants of forecasting errors by international institutions.
  6. Exploring optimality conditions for the interaction between monetary and fiscal policies when the assumption of perfectly functioning financial markets is abandoned.
Requisiti principali:

 

Essential: 

  • a master’s degree and at least two years of PhD studies in the field of economics, finance, statistics, data science, engineering or a related field;
  • a sound understanding of and theoretical background in macroeconomics and the economic and institutional context in which the ECB fulfils its mandate, including the role of fiscal policies in the Economic and Monetary Union;
  • programming skills in quantitative software such as MATLAB, Stata, Python or R;
  • a good knowledge of the MS Office package;
  • an advanced (C1) command of English and an intermediate (B1) command of at least one other official language of the EU, according to the Common European Framework of Reference for Languages.

Desired: 

  • experience in applying structural, panel, global, Bayesian and non-linear (time-varying parameters, Markov switching) vector autoregressions (VARs) and co-integration analysis;
  • experience of factor models and state space/unobserved component models;
  • experience in applying macroeconomic models, e.g. dynamic stochastic general equilibrium, backward-looking or agent-based, overlapping generation models, using DYNARE or your own coding;
  • experience authoring publications relevant to the Fiscal Policy Division’s work.
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