Capital One Data Science Associate Principal reviews

4.2

46% would recommend to a friend

(36 total reviews)
avatar

Richard D. Fairbank

82% approve of CEO

96% positive business outlook

Principal Associate, Data Science employees have rated Capital One with 4.2 out of 5 stars, based on 36 company reviews on Glassdoor. This indicates that most Principal Associate, Data Science professionals have an excellent working experience there. Capital One is rated in line with the average (within 1 standard deviation) by Principal Associate, Data Science professionals compared to other employers within the Financial Services industry (3.7 stars).

Reviews by job title

36 reviews
1.0
Jul 11, 2026
Recommend
CEO approval
Business Outlook

Pros

Cafeteria, coffee machines, and free food

Cons

no career In my experience, the work was not very meaningful and often felt buried under unnecessary red tape. A lot of things sounded exciting from the outside, but in practice many projects felt surface-level and did not seem to become real production work. Feedback and expectations could also feel vague and shifting, with words like “visibility” and “influence” used without clear guidance. I also felt that career growth and opportunity were not handled evenly, and once concerns were raised, the situation became more stressful rather than more constructive. Hiring and promotion patterns did not always feel transparent, which made the environment feel less fair over time. Overall, I left feeling disappointed by how much the company talks about values compared with how unsupported an employee can feel in practice.

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Glassdoor has 21,423 Capital One reviews submitted anonymously by Capital One employees. Read employee reviews and ratings on Glassdoor to decide if Capital One is right for you.