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Machine Learning Developer Interview Experience

March 1, 2016
Positive ExperienceGot Offer

Process

The process consisted of an initial phone call from a recruiter, from which we scheduled the first of three technical phone interviews.

The first interview (1 hr) was with a panel, where three employees asked me questions related to the type of work they do to get further info on my background.

The second interview (2 hr) was two parts (1 hr each) and consisted of completing verbal and software writing assessments.

The last interview (1 hr) was another panel interview that contained technical questions but was primarily about company culture and how well I would fit from a teamwork perspective.

Questions

Given a dataset describing customer claims (some are known to be fraudulent, the rest are not), how would you approach the problem of building a model to identify which future claims are likely fraudulent?

Basic programming questions, for example, write a function that combines two sorted arrays into a single sorted array. Analyze the storage and computation complexities of your code.

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Interview Statistics

The following metrics were computed from 1 interview experience for the GEICO Machine Learning Developer role in United States.

Success Rate

100%
Pass Rate

GEICO's interview process for their Machine Learning Developer roles in the United States is incredibly easy as the vast majority of engineers get an offer after going through it.

Experience Rating

Positive100%
Neutral0%
Negative0%

Candidates reported having very good feelings for GEICO's Machine Learning Developer interview process in United States.

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