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Perplexity is looking for experienced Machine Learning Engineers to enhance the query understanding capabilities of its answer machine. The role focuses on inferring user intent from various queries and shaping the appropriate responses to improve user experience. The position involves working collaboratively across teams to implement machine learning solutions that address product challenges and optimize the overall system.