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Dr. Lea Gärtner

Angestellt, Referentin Data Analytics, BaFin - Bundesanstalt für Finanzdienstleistungsaufsicht
Offenbach am Main, Deutschland

Fähigkeiten und Kenntnisse

Data Analysis
Data Science
Research
Statistiksoftware R
Python
Stata
Statistische Analysen
Machine Learning
Quantitative analysis
Regression Analysis
Text Analytics
Natural Language Processing (NLP)
Datenvisualisierung
Webscraping
Data Mining
Datenerhebung
Survey Design
Projektmanagement
Politikwissenschaft
MS Office
Analytisches Denkvermögen
Kommunikationsfähigkeit
Internationale Erfahrung
Organisationstalent
Selbstständigkeit
Zielstrebigkeit

Werdegang

Berufserfahrung von Lea Gärtner

  • Bis heute 1 Jahr und 4 Monate, seit Feb. 2024

    Referentin Data Analytics

    BaFin - Bundesanstalt für Finanzdienstleistungsaufsicht
  • 6 Jahre und 5 Monate, Sep. 2017 - Jan. 2024

    Wissenschaftliche Mitarbeiterin

    Universität Mannheim

    - Implemented (un)supervised machine learning applications using NLP and word embeddings for automated text analysis in R and Python - Performed and interpreted multi-level, time series and panel regression models in Stata and R - Realized research projects from conception to publication - Collected data through web scraping and web-based surveys using R, Python, and Unipark/QuestBack - Taught undergraduate classes on statistical programming in Stata and R, political behavior, and climate policy

  • 2 Jahre, Sep. 2015 - Aug. 2017

    Research Assistant

    Universität Mannheim

    - statistical analyses (Stata) - data compilation - project assistance - literature research

  • 2 Jahre und 4 Monate, März 2015 - Juni 2017

    Working Student

    Stadt Frankfurt am Main

    Since 2014, I support the Protocol of the Frankfurt City Hall during the organization phase and visiting week of the Jewish Visitors Program of the City of Frankfurt am Main for Children and Grandchildren of Jewish and Politically or Religiously Persecuted Former Citizens. - invitation management and visitor correspondence - compilation of information packages - organization of the program for the visiting week - budget monitoring

  • 6 Monate, Sep. 2014 - Feb. 2015

    Intern

    Hessen Trade & Invest GmbH

    - project and client management - writing and translation of press releases and client presentations - event planning and coordination - management and design of the quarterly newsletter and social media - target research - networking and representing the State of Hessen

  • 1 Jahr, Okt. 2013 - Sep. 2014

    Student Assistant

    Goethe-Universität Frankfurt am Main

    - project assistance (international coordination, feasability studies, literature research) - organization of an international conference (correspondence with guests, event planning, internal communication, conference attendance) - teaching assistance (literature research, webpage maintenance)

  • 5 Monate, Apr. 2014 - Aug. 2014

    Intern

    Stadt Frankfurt am Main

    - organization and attendance of events - invoice auditing and budget monitoring - invitation management - correspondence of the Lord Mayor - translations

  • Office Assistant

    Hanisch & Schulten Rechtsanwälte

    - phone, correspondence and calendar management - briefings for client meetings - client reception - dictations and meeting minutes - filing system maintenance

Ausbildung von Lea Gärtner

  • 2 Monate, Sep. 2021 - Okt. 2021

    Fall Seminar in Computational Social Sciences

    GESIS Leibniz-Institut für Sozialwissenschaften

    Introduction to Computational Social Science with Python - Dr. Orsolya Vásárhelyi and Luis Natera A Practical Introduction to Machine Learning in Python - Dr. Anne Kroon and Dr. Damian Trilling

  • 6 Jahre, Sep. 2017 - Aug. 2023

    Politikwissenschaft

    Universität Mannheim

    For my thesis 'Who Builds the Media Agenda? Actors' Influence over German Newspaper Coverage of Climate Change', I combined machine learning approaches for text analysis with multi-level regression modeling to analyze whose interpretations of climate change are represented in the media, considering how closely materials from politicians, corporations, environmental organizations and movements, and scientists are reproduced in the coverage as well as the tonality of journalists' evaluations.

  • 6 Monate, Sep. 2016 - Feb. 2017

    International Relations

    LUISS University of Rome

    I spent one semester at LUISS Guido Carli University as part of my M.A. Political Science at the University of Mannheim, attending classes in 'Diplomacy and Negotiation' and 'Mediterranean Studies'.

  • 1 Monat, Juli 2016 - Juli 2016

    Text as Data for Statistical Analysis

    EITM Europe Summer School

    Text-as-Data: Foundations and Applications - Arthur Spirling (New York University) Theoretical and Methodological Foundations - Nicole Baerg (University of Essex)

  • 2 Jahre, Sep. 2015 - Aug. 2017

    Political Science

    Universität Mannheim

    Quantitative Methods (Multivariate Analysis in R), Game Theory, Research Design, Data and Measurement (Survey Design), International Politics, International Political Economy, Comparative Government, Comparative Political Sociology, Selected Topics in International Politics: The United Nations

  • 3 Jahre, Okt. 2012 - Sep. 2015

    Political Science & American Studies

    Goethe-Universität Frankfurt am Main

  • 1 Jahr, Okt. 2011 - Sep. 2012

    Rechtswissenschaft

    Johann Wolfgang Goethe-Universität Frankfurt am Main

Sprachen

  • Deutsch

    Muttersprache

  • Englisch

    Fließend

  • Französisch

    Grundlagen

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