Dr. Lea Petters

Angestellt, Data Scientist, inovex GmbH

Abschluss: Dr. rer. pol., Cologne Graduate School (CGS), University of Cologne

Köln, Deutschland

Fähigkeiten und Kenntnisse

Data Science
Datenanalyse
Maschinelles Lernen
Natural Language Processing (NLP)
Modelling
Statistical Inference
Experimental Expertise
A/B-Testing
Behavioral Economics
Research Background
International competence
Experience in Survey Design
Communication Skills
Analytical Thinking
Problem-solving Skills
Team spirit
Flexibility
Curiosity
Commitment

Werdegang

Berufserfahrung von Lea Petters

  • Bis heute 4 Jahre und 1 Monat, seit Apr. 2020

    Data Scientist

    inovex GmbH
  • 5 Jahre und 5 Monate, Aug. 2014 - Dez. 2019

    Wissenschaftliche Mitarbeiterin, Seminar for Personnel Economics and HRM

    Universität zu Köln, Wirtschafts- und Sozialwissenschaftliche Fakultät

    Quantitative ökonomische Forschung mit Experimental- und Felddaten, Survey Design der Fragebögen des Linked Personnel Panel (LPP), Publikation von Forschungsmonitoren im Auftrag des Bundesministeriums für Arbeit und Soziales (BMAS), universitäre Lehre und Betreuung von Abschlussarbeiten.

  • 2 Monate, Aug. 2019 - Sep. 2019

    Data Scientist (S2DS Fellow)

    Science to Data Science (S2DS)/MADE.COM

    Science to Data Science (S2DS): 5-wöchiges projektbasiertes Intensiv-Trainingsprogramm für ausgewählte analytische Doktoranden durchgeführt von Pivigo in London, UK. Data Science Projekt mit MADE.COM, UK: Prototyp zur Automatisierung des Kundenservices mithilfe von Natural Language Processing (NLP) Techniken und maschinellem Lernen. Erwartete Kosteneinsparung £103.000 und 40% Reduktion der Antwortzeit. Publikumspreis für das beste Projekt.

  • 10 Monate, Okt. 2013 - Juli 2014

    Student Assistant, Chair of Experimental and Behavioral Economics

    University of Cologne, Faculty of Management, Economics and Social Sciences

    Explorative field research in Namibia, organisation of an international and interdisciplinary workshop, support of current research

  • 3 Monate, März 2013 - Mai 2013

    CEMS Business Project with the Sustainability Department

    Camargo Corrêa Group

    Development of a Water Agenda that will serve as a reference to guide all Camargo Corrêa Group (CCG) operations, executing an international trends analysis, gap analysis, and scenario analysis

  • 1 Jahr und 3 Monate, Dez. 2011 - Feb. 2013

    Student Assistant, Competence Field "Growth and Distribution"

    Cologne Institute for Economic Research

    Co-authorship of scientific papers and articles in IW- and external publications, support of the day-to-day business of the competence field, research activities

  • 5 Monate, Jan. 2011 - Mai 2011

    Intern, Division "Transport, Travel and Telecommunication (TTT)", London (UK)

    Simon-Kucher & Partners

    Project work for a client from the Higher Education sector (strategy development, questionnaire preparation, data analysis and interpretation, preparation of the final presentation, communication with the client), support in business development, research for several other projects

  • 3 Monate, Okt. 2010 - Dez. 2010

    Intern, Office for Cooperation with the Private Sector

    GIZ - Deutsche Gesellschaft für Internationale Zusammenarbeit

    Research for and development of documents for external presentation of the organization, consulting of the Federal Ministry for Economic Cooperation and Development (BMZ), supporting project, knowledge and process management as well as public relations of the office for cooperation with the private sector

  • 7 Monate, Apr. 2010 - Okt. 2010

    Student Assistant, Dean's Office

    Goethe University Frankfurt, Faculty of Economics and Business Administration

    Organization and supervision of appointment procedures (communication with applicants, preparation of meetings, document management), intranet management, translations, scientific research

  • 4 Monate, Jan. 2010 - Apr. 2010

    Intern, Division "Consumer Industries"

    Simon-Kucher & Partners

    Active participation in a market due dilligence (MDD) in the MedTech sector and also in a project for the analysis of a market entry strategy for a German confectionary producer, research activities, preparation of presentations and client profiles

  • 5 Monate, Apr. 2009 - Aug. 2009

    Student Assistant, International Office

    Goethe University Frankfurt, Faculty of Economics and Business Administration

    Student counselling with regards to questions to studying abroad, correspondence with partner universities, realization of informational sessions and presentation of the faculty's opportunities to study abroad

  • 2 Monate, Sep. 2008 - Okt. 2008

    Intern, Marketing Department

    Geensys S.A.S, Paris, France

    Market analysis of the German OEM market in Automotive, updating of the CRM database, translation of the company's website into German, development of client profiles, support of the marketing department

  • 3 Monate, Juli 2007 - Sep. 2007

    Intern, Marketing/PR

    TNI-Software, Paris, France

    Market study of the German market in the areas of Automotive, Aerospace and Defence with a survey amongst existing customers, updating of the CRM database, preparation of proposals and press releases, support of the marketing

Ausbildung von Lea Petters

  • 5 Jahre und 3 Monate, Okt. 2014 - Dez. 2019

    Experimental and Behavioral Economics, Personnel Economics

    Cologne Graduate School (CGS), University of Cologne

    Meine Forschung beschäftigt sich mit dem Einfluss von psychologischen Faktoren auf Organisationen. Zum Beispiel untersuche ich welche Rolle die Identifikation eines Mitarbeiters mit dem Unternehmen für das zukünftige Lohnwachstum spielt oder ob Training höhere Lohnerwartungen weckt.

  • 5 Monate, Feb. 2013 - Juni 2013

    Business Administration

    Escola de Administração de Empresas de São Paulo

  • 11 Monate, Okt. 2012 - Aug. 2013

    International Management

    CEMS MIM

  • 2 Jahre und 10 Monate, Okt. 2011 - Juli 2014

    Business Administration/Economics

    University of Cologne

    Corporate Development/Economic Policy and Public Finance

  • 4 Monate, Sep. 2009 - Dez. 2009

    Business

    University College Dublin

  • 3 Jahre, Okt. 2007 - Sep. 2010

    Wirtschaftswissenschaften

    Goethe University Frankfurt

    Management

Sprachen

  • Deutsch

    Muttersprache

  • Englisch

    Fließend

  • Französisch

    Gut

  • Latein

    -

Interessen

Volleyball
Yoga
Wintersport
Wandern
Kochen

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