Clemens Fiedler, Ph.D.

Principal Applied Scientist at Lounge by Zalando

Principal Applied Scientist specializing in Causal Inference, Pricing Optimization, and Experimentation. Focused on translating economic theory into production-ready models that drive measurable business impact. Ph.D. in Economics from Tilburg University.

Interests

  • Economics
  • Pricing
  • Experimentation
  • Data Science
  • Machine Learning
  • Causal Inference

Education

  • Ph.D. in Economics

    Tilburg University · 2015 – 2020

    Competition Policy & IO Theory

  • M.Sc. Research Master

    Tilburg University · 2013 – 2015

    Econometrics, Cum Laude

  • M.Sc. in Economics

    Vienna University of Business and Economics · 2011 – 2013

    With Distinction

Work Experience

Principal Applied Scientist

Zalando SE (Lounge)

Jan 2026 – Present
  • Defining the technical roadmap for opportunity cost modeling and the experimentation framework.
  • Driving the adoption of opportunity cost as a universal KPI, collaborating with Product Leaders to translate theory into automated decision tools.
  • Advising on cross-domain challenges as a member of Zalando's Principal Applied Science community.
  • Mentoring Senior Applied Scientists in Econometrics, Forecasting, and Optimization.

Senior Applied Scientist

Zalando SE (Lounge)

Jul 2023 – Dec 2025
  • Developed an opportunity cost model from inception to production; currently a core component of the pricing algorithm.
  • Provided economic steering for the Pricing Algorithm team and mentored staff on causal methodology.
  • Built and maintained the internal Python toolbox for the Economics department.

Applied Scientist

Zalando SE

Sep 2021 – Jul 2023
  • Developed a macroeconomic forecasting model used for strategic planning rounds and executive-level outlooks.
  • Estimated the effect of cancellations on customers using propensity score matching.

Researcher (Data Science & Financial Markets)

CPB Netherlands Bureau for Economic Policy Analysis

Jan 2019 – Aug 2021
  • Spearheaded the adoption of modern methods like Double Machine Learning and multiple-hypothesis correction in policy research.

Research

Membership, Governance, and Lobbying

Clemens Fiedler, Maria Larrain, Jens Prüfer

2021

Abstract

Standard-setting organizations (SSOs) are collectively self-governed industry associations, formed by innovators and implementers. They are the main organizational form to agree on and manage technical standards, and form the foundation for many technological and economic sectors. Constructing a model, we study the incentives of heterogeneous innovators and implementers to join an SSO, which is endogenously formed. We also study the effect of SSO governance on membership incentives and on members' lobbying efforts to get their technologies included in the standard. We show that, depending on parameter realizations, one of four equilibrium types arises uniquely. The results can reconcile existing evidence, especially that many SSO member firms are small. We show that raising the influence of implementers within the SSO increases the standard's market coverage and lowers royalty rates but it erodes the innovators' incentives to contribute to the standard. This results shows how the incentives of both type of firms are conflicting within an SSO and need to be carefully weighted for it to be successful.

Standards and the Common Good: How Competition Fosters Cooperation?

Clemens Fiedler

2018

Abstract

The interconnected nature of modern markets and the steep costs of research and development force direct competitors to cooperate in their R&D efforts. Cooperation can take many forms ranging from collaborative standard-setting to research joint ventures and open-knowledge initiatives. Firms face a trade-off between their objectives. Collaboration between firms benefits them collectively as it allows firms to share the results of their R&D investments. However, it also harms them as their investments also benefit their competitors. In this paper, we study how the market characteristics can encourage or discourage firms to invest in a shared standard. We show that the quality of the products sold in the market exhibits a hump-shaped reaction with respect to the number of firms in the standard and the degree of competition firms face from outside the standard. We find that market-based entry in the standard is too high in case of a low competition from outside the standard as entry undermines the incentives of firms to cooperate. Thus, higher entry barriers can increase investment in the standard.

Should we Intervene in the Demand of Firms in the Software Market?

Clemens Fiedler

2018

Abstract

In this paper, we study how three characteristics typical to modern software markets impact the strategic decisions of firms. First, instead of charging prices to end-users firms generate revenue indirectly via advertisement or secondary products and compete on quality. Second, the costs of providing a high-quality product increase in the number of customers but at a quickly decreasing rate. Third, firms are asymmetric in size, with large and small firms coexisting in the same market. We show that firms' quality choices can be strategic complements or substitutes. A large firm reacts to an increase in the quality of a small firm by lowering its quality, while a small firm reacts to an increase in the quality of the large firm by raising its efforts. Thus, large firms act as quality leaders. We use these results to study an intervention aimed at moving market shares from a large to a small firm. Such an intervention was tried by the European Commission in the web browser market. We show that in a software market, moving market shares from a large to a small firm can lower the incentives to provide a high-quality product for both firms, thus harming all customers.

Teaching

  • Seminar Competition Policy (Lecturer) · Tilburg University
    2020 – 2021
  • Seminar Competition Policy (TA) · Tilburg University
    2019
  • Competition and Regulation for Economists (TA) · Tilburg University
    2016 – 2019
  • Supervising Bachelor Theses · Tilburg University
    2016 – 2019
  • Programming for Economists (TA) · Tilburg University
    2017 & 2018
  • Introduction to LaTeX, Lecturer & Organizer · Tilburg University
    2014 – 2016
  • Game Theory (TA) · Vienna University of Business and Economics
    2012 & 2013
  • Managerial Economics (TA) · Vienna University of Business and Economics
    2013
  • Adv. Microeconomics (TA) · Vienna University of Business and Economics
    2013

Extracurricular Activities

Additional to my other activities I was active within the Graduate School and TiSEM at Tilburg University:

  • Board Member Tilburg PhD Platform · Tilburg University
    Sep 2017 – Dec 2018
  • Organizer Programming Group · Tilburg University
    Sep 2017 – Jul 2019
  • Council Member Faculty Council (TiSEM) · Tilburg University
    Mar 2017 – Sep 2018
  • Chairman Graduate Students' Society (TiSEM) · Tilburg University
    Jun 2016 – Sep 2018
  • IT Coordinator Graduate Students' Society (TiSEM) · Tilburg University
    Aug 2014 – Sep 2016