Capital One interviews
Capital One interviewsUnited States
How the interview runs
- Data Science ChallengeA take-home on analytics, written communication and predictive modelling.
- Power DayA series of interviews, including one or two job-fit interviews.
- Job-fit interviewsOne or two during the Power Day, on fit for the role, team and culture.
Source: capitalonecareers.com
How the interview runs
“The challenge is a take-home assignment you will complete before the Power Day.”
Capital One CareersInterview guide, all student roles
A take-home comes first
Turn a vague prediction request into a target, a cutoff and a validation design.
Example“All candidates will complete one or two job fit interviews during the Power Day.”
Capital One CareersInterview guide, all student roles
Job-fit interviews on the day
Turn a vague prediction request into a target, a cutoff and a validation design.
Example“Capital One requires that candidates use video for all virtual interviews.”
Capital One CareersInterview guide, all student roles
Video is required
Turn a vague prediction request into a target, a cutoff and a validation design.
Example“What they’re looking for is how well you incorporate feedback in real time.”
Capital One CareersGuide to AI and machine learning interviews
Use the interviewer’s hints
Design the comparison when treated and control orders share couriers.
ExampleWhat they assess
“We want to see if you can turn numbers into business decisions and do it in a collaborative way.”
MaiRecruiter, business analyst hiring
Numbers into decisions
Decide what a test can support at its planned end, before anyone extends it.
ExampleTechnical rounds
“The challenge will focus on data and engineering analytics, written communication and predictive modeling.”
Capital One CareersInterview guide, all student roles
What the challenge covers
Turn a vague prediction request into a target, a cutoff and a validation design.
ExampleBusiness problems
“Your answer should take the form of a recommendation about what steps the business owner should take and why.”
Capital One CareersCase interview guide
End with a recommendation
Turn a vague prediction request into a target, a cutoff and a validation design.
ExampleExplaining results
“When interviewers ask a probing follow-up about a project, candidates who can only describe what happened, and not why, tend to struggle.”
Capital One CareersGuide to AI and machine learning interviews
Explain why, not only what
Explain to a non-specialist what a capped metric can and cannot show.
Example“Your interviewer will be looking for your ability to break down approaches in non-technical terms.”
Capital One CareersCase interview guide
Explain it in plain terms
Explain to a non-specialist what a capped metric can and cannot show.
ExampleWhat AI changes in the work
“The people who are most successful are those who are staying up as new papers get published and are fluid in how they adapt to new AI tools and techniques.”
ChrisRecruiter, AI and machine learning hiring
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