Data Analyst Interviews

Data Analyst Interview Questions

In a data analyst interview, employers ask questions that help ascertain your level of technical skills, including familiarity with data analysis software, data analysis terminology, and statistical methods. Interviewers may also use guesstimate questions to learn about your problem-solving skills and creative thinking.

Top Data Analyst Interview Questions & How to Answer

Question 1

Question #1: What data analysis software have you worked with?

How to answer
How to answer: Data analysts use software to perform many of their job duties. Interviewers ask this question to determine your current skill level and how much training you may require. List and discuss any data analysis software you have used. Be sure to mention specific software training and give examples of how you used the software on the job.
Question 2

Question #2: Which statistical methods are most beneficial for data analysis?

How to answer
How to answer: With this question, interviewers are testing your understanding of the most commonly used statistical methods, such as the simplex algorithm, imputation, the Bayesian method, and the Markov process. List and discuss data analysis methods, including the specific benefits of each process. If possible, include examples of how you used specific statistical methods on the job.
Question 3

Question #3: Explain how you would estimate the pairs of rain boots sold in Seattle in May?

How to answer
How to answer: Guesstimate questions are often used in data analyst interviews to test your analytical thinking and problem-solving methods. Share how you would work through the problem, including the data sets you would need, how you would go about finding data, and the methods you would use to calculate an estimated answer.

49,345 data analyst interview questions shared by candidates

In the first round, they asked me 2–3 Python questions, around 4–5 SQL questions (including joins and basic queries), and 1 aptitude-based question. In the second round, I was asked statistics and probability questions, followed by a complex Python coding problem which I was asked to solve live — but the interviewer had to leave midway and asked me to submit it via email instead.
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Data Analyst Intern

Interviewed at Bright Money

4.2
Apr 19, 2025

In the first round, they asked me 2–3 Python questions, around 4–5 SQL questions (including joins and basic queries), and 1 aptitude-based question. In the second round, I was asked statistics and probability questions, followed by a complex Python coding problem which I was asked to solve live — but the interviewer had to leave midway and asked me to submit it via email instead.

The questions were STAR questions speaking on past experiences as well as current experiences. I have a broad background, so it was natural to answer. Panels can be uncomfortable, but this was a very natural discussion more than a forced interview. The questions were technical as well as personal.
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Data Analyst

Interviewed at Bechtel Plant Machinery

3.6
Jul 14, 2022

The questions were STAR questions speaking on past experiences as well as current experiences. I have a broad background, so it was natural to answer. Panels can be uncomfortable, but this was a very natural discussion more than a forced interview. The questions were technical as well as personal.

SQL whiteboard technical: Given 2 table schema of web traffic and orders and 5 questions on a sheet of paper. I don't remember all of them but it was a lot of get unique order ids and group by, a left join to combine orders with traffic.
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Data Analyst I

Interviewed at Nordstrom

3.5
Aug 30, 2018

SQL whiteboard technical: Given 2 table schema of web traffic and orders and 5 questions on a sheet of paper. I don't remember all of them but it was a lot of get unique order ids and group by, a left join to combine orders with traffic.

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