McKinsey & Company Data Scientist Interview Questions + Guide in 2025

Getting ready for an Data Scientist interview at McKinsey? The McKinsey Data Scientist interview span across 10 to 12 different question topics. In preparing for the interview:

• Know what skills are necessary for McKinsey Data Scientist roles.
• Gain insights into the Data Scientist interview process at McKinsey.
• Practice real McKinsey Data Scientist interview questions.

Interview Query regularly analyzes interview experience data, and we’ve used that data to produce this guide, with sample interview questions and an overview of the McKinsey Data Scientist interview.

Typically, interviews at McKinsey vary by role and team, but commonly Data Scientist interviews follow a fairly standardized process across these question topics.

We’ve gathered this data from parsing thousands of interview experiences sourced from members.

Practice for the McKinsey Data Scientist interview with these recently asked interview questions.