Process
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There is a take-home project (classification model with unbalanced data). You can choose either R or Python to complete it.
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Then, there is an in-person interview to go over the take-home project (difficulties, things you would do differently).
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You will also be asked to go over your previous modeling projects.
Questions
Describe a Random Forest Model
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Interview Statistics
The following metrics were computed from 1 interview experience for the GEICO Data Modeling Analyst role in United States.
Success Rate
100%
Pass Rate
GEICO's interview process for their Data Modeling Analyst 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 Data Modeling Analyst interview process in United States.
GEICO Work Experiences
5.0
Great Team, Hard To Network
Software Development Intern • Former Employee
Chevy Chase, Maryland, United States
October 10, 2025
Pros: Great support, team, manager, and hands-on projects.
Cons: Fully remote work made it a little difficult to network with others fully.
5.0
Stable, Friendly, No Growth
Senior Software Engineer • Current Employee
October 4, 2022
Pros: Stable, good benefits, friendly working environment.
Cons: No good chance to move up.
1.0
Company got worse
Senior Engineer • Former Employee
Chevy Chase, Maryland, United States
November 19, 2023
Pros: It used to be a good company.
Cons: Change in leadership. Employees are no longer valued. Leadership only values profits.
- 5.0Great Team, Hard To NetworkSoftware Development Intern • Former EmployeeChevy Chase, Maryland, United StatesOctober 10, 2025Pros: Great support, team, manager, and hands-on projects.Cons: Fully remote work made it a little difficult to network with others fully.
- 5.0Stable, Friendly, No GrowthSenior Software Engineer • Current EmployeeOctober 4, 2022Pros: Stable, good benefits, friendly working environment.Cons: No good chance to move up.
- 1.0Company got worseSenior Engineer • Former EmployeeChevy Chase, Maryland, United StatesNovember 19, 2023Pros: It used to be a good company.Cons: Change in leadership. Employees are no longer valued. Leadership only values profits.
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