Staff Data Scientist, Listing Understanding
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The role
Size business opportunities and develop the roadmap for investments in CV and multimodal listing understanding and integration into product experiences.
Leverage photos and related structured and unstructured data to build and continuously improve listing understanding.
Build causal models to understand how photos impact guest search and drive bookings and trip quality.
Stay up to date with state-of-the-art models and prototype machine learning product features and iterate with engineering, product, and design.
Develop and implement assessment frameworks for CV and multimodal modeling to ensure that they are safe and effective.
Measure the business value of our work through experimentation and causal analysis.
Leverage photos and related structured and unstructured data to build and continuously improve listing understanding.
Build causal models to understand how photos impact guest search and drive bookings and trip quality.
Stay up to date with state-of-the-art models and prototype machine learning product features and iterate with engineering, product, and design.
Develop and implement assessment frameworks for CV and multimodal modeling to ensure that they are safe and effective.
Measure the business value of our work through experimentation and causal analysis.
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