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Marion AURAT is a Data Scientist at MWM since November 2019, previously serving as a Data Analyst at RATP Dev from April 2019 to September 2019, where Marion analyzed transportation data to gain insights on passenger trends and maintenance issues. Prior experience includes working as a Chargé d’études at the Observatoire régional de la santé et du social in May-July 2018, focusing on sexual health data analysis for the "Baromètres santé 2016" survey using SAS and Stata. Marion AURAT holds a Magistère Ingénieur Economiste in Applied Economics from Aix-Marseille University and has also studied at Corvinus University of Budapest and the University of Montpellier. Educational background includes preparatory classes in economics and social sciences at Lycée Jean Mermoz Montpellier and a Baccalauréat in Economic and Social Sciences from Lycée Thomas Edisson.