Metrics and Experimentation

How would you build and test a metric to compare two user's Netflix "recommended lists" of movie/tv show preferences?

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Interview question asked to Data Scientists interviewing at Intuit, Netflix, Reddit and others: How would you build and test a metric to compare two user's Netflix "recommended lists" of movie/tv show preferences?.