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Interview Guides/McKinsey & Company
McKinsey & Company logo
McKinsey & CompanyCompany guide
Updated weekly · Reviewed by the Dataford team

McKinsey & Company interview process & guide 2026

Based on 19 interview reports

Everything we know about interviewing at McKinsey & Company: what each round tests.

Agentic AI EngineerSoftware Engineer

At a glance

2
Role guides
19
Interview reports
12
Topics tracked
01 · Difficulty and outcomes

How hard is the McKinsey & Company interview?

Aggregated from 19 interview experiences
Experience sentiment
17%positive
Positive 17%Neutral 0%Negative 83%
02 · Topic breakdown

What McKinsey & Company actually tests for

How prominent each skill is across reported loops
100%
Generative AI (GenAI)
100%
Data Structures
100%
SQL
96%
Retrieval-Augmented Generation (RAG)
96%
Algorithms (DSA)
96%
GenAI technical questions
93%
Python
92%
Agentic AI
90%
RAG (Retrieval-Augmented Generation)
88%
API design
88%
Problem Solving
87%
System Design
Tested less
Tested more
03 · Role guides

Find the guide for your role

This is your next step: open the guide for the role you are interviewing for. Each one carries the questions McKinsey & Company interviewers actually ask that position, the loop structure, and pay by level.

Showing 2 of 2 role guides
Agentic AI Engineer
Questions and loop structure
Open guide
Software Engineer
Questions and loop structure
Open guide
04 · FAQ

McKinsey & Company interview FAQ

Answered from real candidate and workplace data
How hard is the McKinsey & Company interview?

Candidates most commonly rate McKinsey & Company interviews as easy, based on 19 reported interviews.

What topics does McKinsey & Company test in interviews?

McKinsey & Company interviews most often cover System Design, Generative AI (GenAI), Data Structures, SQL, and Retrieval-Augmented Generation (RAG). The exact emphasis depends on the specific role you apply for.

What roles can I prepare for at McKinsey & Company?

Dataford has interview guides for 2 roles at McKinsey & Company, including Agentic AI Engineer and Software Engineer.

05 · Keep prepping

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