This question evaluates a candidate's ability to explain career transition and role interest, testing communication of career narrative, motivation, cultural fit, and domain-relevant competencies such as product analytics, experimentation, collaboration, and measurable impact within the Behavioral & Leadership category for a Data Scientist position. It is commonly asked in phone screens to gauge alignment with organizational values and the role's scope, and is primarily conceptual—assessing self-awareness and fit—while also requiring practical linkage of prior technical experience and outcomes to the prospective data-science responsibilities.

You’re in a recruiter/technical phone screen for a Data Scientist role. The interviewer wants to assess your career narrative, motivations, and fit with company values.
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