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As a Staff Engineer at Airbnb, you will play a crucial role in enhancing the Host and Guest experience by leveraging various machine learning models. This position involves collaborating with data scientists, product partners, and other engineers to develop and improve machine learning solutions that impact Airbnb's product and operational use cases.