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If you were tasked with finding ways to match job postings to individuals in their city based on their past activities, how would you approach it?

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Interview question asked to Machine Learning Engineers interviewing at LinkedIn, Google and Meta: If you were tasked with finding ways to match job postings to individuals in their city based on their past activities, how would you approach it?.