Interview Query Data Scientist Interview Guide


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

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


Average Base Salary


Average Total Compensation

Min: $130K
Max: $172K
Min: $59K
Max: $184K

View the full Data Scientist at salary guide Data Scientist Interview Process

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

In the Data Scientist interview process, the most commonly tested skills are in Machine Learning, Algorithms and Takehome. This is compared to regular Data Scientist interviews that typically ask SQL and Machine Learning.

A/B TestingAlgorithmsAnalyticsMachine LearningPresentationProbabilityProduct MetricsPythonSQLStatisticsTakehomeWhiteboard Data Scientist
Average Data Scientist
High confidence

We've gathered this data from parsing thousands of interview experiences sourced from members. Data Scientist Interview Questions

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

Read interview experiences and salary posts in preparation for your next interview. Data Scientist Jobs

👉 Reach 100K+ data scientists and engineers on the #1 data science job board.
Alaka`ina Foundation Family of Companies
Posted August 9, 2022
Sr. Data Scientist
Kirtland AFB, NM
Merck Sharp & Dohme
Entry Level
Posted August 9, 2022
Associate Principal Data Scientist – Boston MA
Boston, MA
GTA (Global Technology Associates)
Posted August 9, 2022
Data Scientist III
Englewood, CO
FI Consulting
Posted August 9, 2022
Arlington, VA
GTA (Global Technology Associates)
Posted August 9, 2022
Lead Data Scientist
Denver, CO
ERM Group
Posted August 9, 2022
Senior Methane Emissions Specialist / Data Scientist (Mid-Senior Level)
Washington, DC
SBF Finance and Technology LLC dba Small Business Funding
Posted August 9, 2022
Data Scientist (Consultant)
United States
Kroger General Office
Posted August 9, 2022
Data Scientist (KTD)
Cincinnati, OH
Posted August 9, 2022
Data Scientist – Biosensor Analytics
Boston, MA
XPO Logistics
Posted August 9, 2022
Senior Scientist, Data Science
Chicago, IL