Dr. Matthias Huber

Senior Data Scientist at dialogic Dialog Marketing Consulting GmbH
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Contact Information
us****@****om
(386) 825-5501
Location
Vienna, Vienna, Austria, AT
Languages
  • Japanese Professional working proficiency
  • German Native or bilingual proficiency
  • English Native or bilingual proficiency
  • French Limited working proficiency
Skills

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Credentials

  • Data Science, Big Data and efficient Data Processing in R
    University of Vienna
    Jan, 2019
    - Oct, 2024
  • R Advanced
    University of Vienna
    Jan, 2018
    - Oct, 2024

Experience

  • dialogic Dialog Marketing Consulting GmbH
    • Austria
    • Advertising Services
    • 1 - 100 Employee
    • Senior Data Scientist
      • Oct 2021 - Present

      • Team Lead Data Science • Data Engineering • Predictive Modeling • Customer Segmentation • Data Visualization • Team Lead Data Science • Data Engineering • Predictive Modeling • Customer Segmentation • Data Visualization

  • vieconsult Vienna Corporate Research and Development GmbH
    • Data Manager
      • Oct 2018 - Oct 2021

      • Cooperation with internal project managers for the technical implementation of employee surveys for large clients • Transformation, cleaning and QA of client data • Development and deployment of automated (real-time) reporting in Python and R, including full-stack web app, dashboards as well as solutions for PDF, Excel and PPT • Exploratory analysis of unstructured and structured data using ML and NLP methods • Management and coordination of project assistants • Cooperation with internal project managers for the technical implementation of employee surveys for large clients • Transformation, cleaning and QA of client data • Development and deployment of automated (real-time) reporting in Python and R, including full-stack web app, dashboards as well as solutions for PDF, Excel and PPT • Exploratory analysis of unstructured and structured data using ML and NLP methods • Management and coordination of project assistants

  • University of Vienna
    • Austria
    • Research Services
    • 700 & Above Employee
    • University Assistant (Ph.D.)
      • Jun 2014 - Mar 2019

      • Creation / design of various department and project websites, social media expansion • Hiring and management of a team interns • Lectures on data analysis in R • Data visualization and analysis for scientific publications • Organization of methodology workshops in 2014 and 2015 • Creation / design of various department and project websites, social media expansion • Hiring and management of a team interns • Lectures on data analysis in R • Data visualization and analysis for scientific publications • Organization of methodology workshops in 2014 and 2015

  • Action Researcher for Employee Surveys and Engagement Strategy
    • HapSat (Alias – Company Name Anonymized for Research Purposes)
      • Oct 2016 - Jun 2017

      • Cooperation with stakeholders in the follow-up process of an employee survey among 10,000 employees • Conducting over 40 employee and manager interviews on job satisfaction and corporate culture • Analysis of unstructured and structured data using ML and NLP • Conversion of analytical insights into a comprehensive engagement concept as well as workshop and training materials for managers • Presentations in top management meetings • Reverse engineering of metrics in legacy datasets Show less

  • Black Moon Pte. Ltd.
    • Singapore
    • Business Consulting and Services
    • 1 - 100 Employee
    • Associate, Research & Projects
      • Jan 2012 - Oct 2016

      • Implementation of consulting projects in the following areas: o Data analysis and modeling o Survey design o Survey operationalization • Implementation and statistical modeling for a large-scale market research project • Implementation of consulting projects in the following areas: o Data analysis and modeling o Survey design o Survey operationalization • Implementation and statistical modeling for a large-scale market research project

  • German Institute for Japanese Studies (DIJ) Tokyo
    • Japan
    • Research Services
    • 1 - 100 Employee
    • Research Assistant 2013 / Intern 2012
      • Mar 2012 - Oct 2013

      • Management of international data sets (data cleaning, transformation, analysis) • Creation of data visualizations for publications • Management of international data sets (data cleaning, transformation, analysis) • Creation of data visualizations for publications

  • LMU - Ludwig-Maximilians-Universität München
    • Qualitative Researcher
      • Oct 2011 - Dec 2012

      • Conducting a qualitative market study • Web scraping of company information from online databases • Conducting a qualitative market study • Web scraping of company information from online databases

  • Ludwig-Maximilians-Universität München
    • Germany
    • Higher Education
    • 700 & Above Employee
    • Tutor
      • Feb 2011 - Jul 2011

      • Planning and implementation of a tutorial class • Planning and implementation of a tutorial class

  • German Youth Institute
    • Germany
    • Research
    • 1 - 100 Employee
    • Student Assistant
      • Oct 2009 - Sep 2010

      • Literature and data research, editing and layout for the director's publications • Data analysis and visualization • Literature and data research, editing and layout for the director's publications • Data analysis and visualization

Education

  • University of Vienna
    Ph.D., Japanese Studies / Social Sciences
    2014 - 2021
  • Ludwig-Maximilians Universität München / University of Munich
    Diploma (equivalent to M.A.), Sociology, Minors in Economics and Philosophy
    2006 - 2012
  • 大阪大学 / Osaka University
    OUSSEP International Exchange Program, Humanities/Humanistic Studies
    2010 - 2011

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