Courses

Interview Courses

Product Management

Ace product interviews from strategy cases to technical skills.

Engineering Management

Review key leadership and people management skills.

Software Engineering

Learn essential strategies for coding problems and more.

System Design

Define architectures, interfaces, and databases in a time crunch.

Data Science

Execute statistical techniques and experimentation effectively.

Machine Learning

Review building, evaluating, and deploying AI/ML models.

Data Engineering

Design complex data models and ETL pipelines.

Data Analytics

New

Translate data into actionable insights and business decisions.

More Courses

Top Questions

Practice

Coaching

Mock Interviews & Coaching

Practice with our team of senior tech coaches.

Resume Review

Get your resume reviewed by a senior tech recruiter.

Salary Negotiation

Increase your offer with our expert negotiators.

Partners

For universities

Give your students tech interview prep.

For businesses

Improve your placement rates, outcomes, and more.

Affiliate program

Recommend us to others and earn commission.

Work with us

Help us grow the Exponent community.

Pricing

Job Referrals

Get job referrals to top tech companies.

Company Guides

Get an inside look at top companies’ interview processes.

Blog

Check out our blog on tech interviewing tips, strategies, and more.

Resources

Members-only articles, videos, and interviews.

Work with us

Help us grow the Exponent community.

Perks

Access exclusive member benefits.

Product Management

Ace product interviews from strategy cases to technical skills.

Engineering Management

Review key leadership and people management skills.

Software Engineering

Learn essential strategies for coding problems and more.

System Design

Define architectures, interfaces, and databases in a time crunch.

Data Science

Execute statistical techniques and experimentation effectively.

Machine Learning

Review building, evaluating, and deploying AI/ML models.

Data Engineering

Design complex data models and ETL pipelines.

Data Analytics

New

Translate data into actionable insights and business decisions.

Mock Interviews & Coaching

Practice with our team of senior tech coaches.

Resume Review

Get your resume reviewed by a senior tech recruiter.

Salary Negotiation

Increase your offer with our expert negotiators.

For universities

Give your students tech interview prep.

For businesses

Improve your placement rates, outcomes, and more.

Affiliate program

Recommend us to others and earn commission.

Work with us

Help us grow the Exponent community.

Pricing

Job Referrals

Get job referrals to top tech companies.

Company Guides

Get an inside look at top companies’ interview processes.

Blog

Check out our blog on tech interviewing tips, strategies, and more.

Resources

Members-only articles, videos, and interviews.

Work with us

Help us grow the Exponent community.

Perks

Access exclusive member benefits.

Home Questions Shopify Data Scientist Machine Learning

Shopify Machine Learning Interview Questions

Review this list of Shopify machine learning data scientist interview questions and answers verified by hiring managers and candidates.

+ Add interview

Product

Engineering

Operations

Design

Marketing

Data

Sales

Finance

Consulting

Security

Add interview

Product Manager Product Marketing Manager

Sorry, no results found.

Go back to all questions

Interviewed recently?

Help improve our question database (and earn karma) by telling us about your experience

Trending companies

Explore questions by company

Meta (Facebook) Questions Adobe Questions Apple Questions Discord Questions TikTok Questions Goldman Sachs Questions OpenAI Questions Amazon Questions Intuit Questions Figma Questions LinkedIn Questions Netflix Questions

Explore questions by role

Product Manager Questions Product Marketing Manager Questions Venture Capital Questions Business Analyst Questions Technical Program Manager Questions Engineering Manager Questions Solutions Architect Questions Frontend Engineer Questions Backend Engineer Questions Mobile Engineer Questions Test Engineer Questions Quantitative Researcher Questions

Exponent

Get updates in your inbox with the latest tips, job listings, and more.

ProductsPricing Courses Coaching Interview Questions Peer Mock Interviews Job Referrals All Companies

CoursesProduct Management Software Engineering Data Analytics Data Engineer System Design Engineering Management Technical Program Management UX / Product Design Data Science SQL Interviews Solutions Architect BizOps & Strategy Machine Learning

Interview QuestionsPM Interview Questions TPM Interview Questions EM Interview Questions Software Engineering Interview Questions Data Analytics Interview Questions Data Engineering Interview Questions Solutions Architect Interview Questions BizOps Interview Questions Designer Interview Questions Machine Learning Interview Questions Data Science Interview Questions

GuidesGoogle PM Interviews AWS Solutions Architect Interviews Amazon PM Interviews Google EM Interviews Amazon SDM Interviews Microsoft PM Interviews

Coaching1:1 Coaching Mock Interviews Resume Review Career Coaching Negotiation

For PartnersAffiliate Program Work With Us For Universities For Businesses

CompanyWork With Us About Exponent Support and FAQ Reviews Exponent Blog