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  <jobs>
    <job>
      <externalid>02c944ab-f9e</externalid>
      <Title>Senior Data Scientist - Dynamic Pricing &amp; Revenue Management (all genders)</Title>
      <Description><![CDATA[<p>You&#39;ll be part of our new Dynamic Pricing &amp; Revenue Management team, working alongside a Data Analyst and Data Engineer. Together, you will work towards one core goal: helping hosts improve occupancy and earnings through a smart, dynamic and data driven pricing strategy.</p>
<p>You&#39;ll work with a large and rich dataset, modern tooling, and teammates who care deeply about impact, collaboration, and learning together. This role is based in Munich with 3 office days per week.</p>
<p>As a Senior Data Scientist, you&#39;ll take ownership of complex pricing and forecasting models and help us turn analytical ideas into real-world impact for hosts and Holidu. You will:</p>
<ul>
<li>Translate business questions into scientific, testable models and clear recommendations.</li>
<li>Design, build and own machine learning, forecasting and predictive models for revenue management topics such as demand forecasting, price sensitivity, and conversion probability.</li>
<li>Explore and develop dynamic pricing strategies (e.g. weekend pricing, early discounts, regional similarities) using data and experimentation.</li>
<li>Collaborate closely with Data Analysts and Data Engineers to define datasets, features, and model requirements.</li>
<li>Drive discussions around model choice, assumptions, and trade-offs, always keeping business impact in mind.</li>
<li>Monitor model performance, iterate on results, and continuously improve accuracy and relevance.</li>
<li>Act as a senior sparring partner in the team, sharing knowledge and raising the bar for data science practices.</li>
</ul>
<p>You&#39;ll have 5+ years of experience as a Data Scientist, solving a variety of different business problems. You&#39;ll have a strong background in statistics, forecasting, and machine learning. You&#39;ll be hands-on with Python and SQL, and confident working with large datasets. You&#39;ll have a strong interest in pricing, revenue optimization, or marketplace dynamics (prior revenue management experience is a plus, not a must).</p>
<p>You&#39;ll be a self-starter: proactive, hungry to learn, and eager to make an impact. You&#39;ll be able to communicate complex ideas clearly and collaborate with technical and non-technical partners.</p>
<p style="margin-top:24px;font-size:13px;color:#666;">XML job scraping automation by <a href="https://yubhub.co">YubHub</a></p>]]></Description>
      <Jobtype>Full-time</Jobtype>
      <Experiencelevel>senior</Experiencelevel>
      <Workarrangement>hybrid</Workarrangement>
      <Salaryrange></Salaryrange>
      <Skills>Python, SQL, Machine Learning, Forecasting, Predictive Modeling, Data Science, Data Analysis, Data Engineering, Dynamic Pricing, Revenue Optimization, Marketplace Dynamics, Cloud Computing, Big Data, Data Visualization</Skills>
      <Category>Engineering</Category>
      <Industry>Technology</Industry>
      <Employername>Holidu Hosts GmbH</Employername>
      <Employerlogo>https://logos.yubhub.co/holidu.jobs.personio.com.png</Employerlogo>
      <Employerdescription>Holidu is a technology company that provides a search engine for vacation rentals. It was founded in 2014 and has since grown to become one of the leading players in the market.</Employerdescription>
      <Employerwebsite>https://holidu.jobs.personio.com</Employerwebsite>
      <Compensationcurrency></Compensationcurrency>
      <Compensationmin></Compensationmin>
      <Compensationmax></Compensationmax>
      <Applyto>https://holidu.jobs.personio.com/job/2518625</Applyto>
      <Location>Munich, Germany</Location>
      <Country></Country>
      <Postedate>2026-04-18</Postedate>
    </job>
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</source>