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Apple Data Scientist Interview Preparation Guide (Entry Level 2025)

Data Scientist
Apple
entry
7 rounds
Updated 11/22/2025

Apple's Data Scientist interview process for entry-level candidates is designed to assess foundational technical skills, statistical understanding, and ability to apply data science principles in Apple's privacy-conscious environment. The process consists of an initial recruiter screening, a technical phone screen, and 5 onsite interview rounds covering SQL, statistics, machine learning, product case analysis, and behavioral fit. The entire process typically spans 4-6 weeks and includes approximately 7 hours of active interviewing across multiple stages.[1][2][3]

Interview Rounds

1

Recruiter Screening

2

Technical Phone Screen

3

Onsite Interview Round 1: SQL and Data Manipulation

4

Onsite Interview Round 2: Statistics and Experimental Design

5

Onsite Interview Round 3: Machine Learning and Predictive Modeling

6

Onsite Interview Round 4: Product Case Study and Data Analysis

7

Onsite Interview Round 5: Behavioral and Cultural Fit

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Apple Data Scientist Interview Preparation Guide (Entry Level 2025) | InterviewStack.io