Staff Data Scientist, Marketplace Intelligence and Forecasting
About the Role
At Airbnb in the Travel & Hospitality space, Belong Anywhere: Connect Through Travel, Community, and Trust.
<div class="content-intro"><p><span style="font-family: helvetica, arial, sans-serif; font-size: 12pt;">Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 million hosts who have welcomed over 2 billion guest arrivals in almost every country across the globe. Every day, hosts offer unique stays and experiences that make it possible for guests to connect with communities in a more authentic way.</span></p></div><p><strong>The Community You Will Join:</strong></p>
<p>You will join the Guest and Host Data Science organization, which powers products and data-driven decisions over Airbnb’s marketplace of Guest and Hosts. You will join a collaborative team of data scientists, analysts, engineers, product managers and designers who build, launch and iterate on our product roadmap to drive growth and deeper sophistication through experimentation, modeling, foundational tools and insights. Our work is core to ensuring that Airbnb’s strategy roadmap stays highly relevant for our users while supporting the long-term health of our marketplace. We work directly with decision makers in engineering and product to develop data-driven frameworks, technical solutions, evaluate product changes and guide Airbnb through rigorous measurement and modeling.</p>
<p><strong>The Difference You Will Make:</strong></p>
<p><strong>Marketplace Optimization and Ranking</strong></p>
<ul>
<li>Develop models and analytic frameworks that improve listing ranking and recommendation. This includes incorporating marketplace dynamics such as listing availability, supply quality, and long-term ecosystem health into ranking decisions.</li>
<li>Partner closely with Machine Learning Engineers and Product to launch high-impact search improvements. Design experiments and evaluati
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