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Marijke HauptMH

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Freelancer profile translated to English.
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About Marijke

I am a Data Analyst with a focus on data preparation, data quality, exploratory analysis, and statistical methods. My experience includes data-driven projects in the financial and public sectors, where I have structured, cleaned, and analyzed complex datasets to identify patterns, anomalies, and optimization potential.

Data Analysis & Data Quality
At Commerzbank, I worked in the Big Data & Advanced Analytics cluster, analyzing the Master Data Management (MDM) inventory system, identifying error sources, and optimizing data structures. My focus was on data quality, process logic, and the analytical examination of large datasets to make technical and functional problems visible and solvable.

Process Analysis & Data-Driven Optimization
At VG Bild-Kunst, I was responsible for the structured processing of extensive datasets and the analysis of digital business processes. I cleaned data, checked relationships, identified discrepancies, and optimized processes.

Technical Skills
I primarily work with Python, R, Excel, and MatLab. My specializations include data cleaning, data preparation, exploratory data analysis, statistical methods, data mining, and the development of analytical questions. Through my ongoing Master's degree in Data Science, I am deepening my knowledge in machine learning, modeling, statistics, and data-driven methods.

Work Approach
I work in a structured, analytical, and detail-oriented manner. I understand complex data as the basis for well-founded decisions and as a starting point for process improvements. I communicate clearly, work independently, and navigate confidently between business departments and technology. Remote work is ideal for me; on-site appointments in the Cologne/NRW area are possible.
  • German

    Native or bilingual

  • English

    Conversational

Can work on-site
Köln (up to 50km)

Experience

  • LaLaLife – Das offene Taschenatelier
    Self-Employed Designer & Entrepreneur
    RETAIL (SMALL BUSINESS)
    April 2022 - July 2024 (2 years and 3 months)
    Cologne, Germany
    As a self-employed designer and entrepreneur, I was responsible for the complete planning, implementation, and optimization of all business processes – from product development and production to sales, marketing, and reporting.
    I made data-based decisions, designed and continuously improved processes efficiently.

    Relevant Focus Areas:

    Analysis and optimization of production and work processes

    Development and management of sales strategies (e.g., design markets, direct sales)

    Social media management

    Customer communication, market observation, and product positioning

    End-to-end responsibility for a one-person business

    Value for Business/Data Projects:
    This experience strengthens my ability to understand complex processes holistically, structure operational workflows, and make data-driven decisions in dynamic environments.
    Content Marketing Product Design Project Management Process Optimization Sales
  • FR Leonidas Beratung GmbH
    Business and Data Analyst / Consultant
    BANKING AND INSURANCE
    February 2019 - March 2020 (1 year and 1 month)
    Frankfurt am Main, Germany
    In my role as a Business and Data Analyst, I was involved in optimizing the Inventory Management System (MDM) at a bank headquarters. I conducted structured process and data analyses, identified error sources, and derived measures to improve data quality and system stability.

    A further focus was on supporting the Cluster Management Office in controlling. Here, I analyzed requirements, prepared decision-making bases, and ensured clear communication between business departments and IT.

    Additionally, I worked on the conception and further development of a KPI dashboard that transparently presented key performance indicators and supported decision-making in controlling. I defined relevant KPIs, structured data sources, and contributed to the visualization and interpretation of results.

    Through the combination of analytical thinking, technical competence, and a structured approach, I was able to both improve operational processes and support strategic issues on a data-driven basis.
    Process Analysis Business Analysis MDM Data Quality Stakeholder Communication
  • VG Bild Kunst
    Clerk for Reproduction Rights / Project Management Software
    CULTURE
    February 2015 - December 2018 (3 years and 10 months)
    53 Bonn, Germany
    In my role at VG Bild-Kunst, my focus was on international licensing. I was responsible for processing and verifying reproduction rights, as well as clarifying complex licensing issues in exchange with artists, collecting societies, and internal departments.

    A key part of my work involved the structured processing and preparation of large datasets for the distribution of statutory remuneration claims. I ensured data quality, identified discrepancies, and prepared information for internal decision-making processes.

    In parallel, I was involved in identifying and documenting business processes to support the introduction of new software solutions. I analyzed workflows, defined requirements, and worked closely with IT and business departments to enable an efficient digital representation of administrative processes.
    Administration Copyright Process Analysis Data Processing Software Implementation

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Education

  • Data Science
    AKAD University Stuttgart
    2026
    Master of Science
  • Cultural Management and Cultural Education
    Hochschule Niederrhein
    2012
    Master of Arts

Certifications

  • Big Data Specialist
    AKAD University Stuttgart
    2018
    Power BI (Data Visualization & Reporting) Database Development Web Development (HTML, CSS, PHP) Data Analysis Dashboard Design Business Intelligence ETL Python & R Studio (Data Analysis and Preparation) Weka (Machine Learning & Data Mining)
  • IBM Infosphere Data Stage
    IBM
    2019
    Data Integration Workflow Automation Data Modeling Data Pipelines ETL Processes Data Governance Data Architecture

Skill set

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