Strong brand but promotions are challenging and biased - Senior Data Scientist Capital One Employee Review

2.0
May 1, 2026
Recommend
CEO approval
Business Outlook

Pros

- Good brand as the company is quite big in the US - Smart and competent employees - Free snacks

Cons

- Getting promoted is tough. It often feels less about the work you do and more about who sees it. Your manager has to be your hype person; if they stay quiet, your career does too. - Job titles can be misleading. A Data Scientist might spend all day writing SQL, while a Business Analyst somehow ends up helping with machine learning. The title says one thing, the calendar says another. - Remote work is mostly gone. The laptop is still portable, but apparently you are not. - There is a fair amount of office politics. Sometimes doing the work is only half the job; the other half is making sure the right people know you did it. - Data teams do not always get the respect they deserve. Business teams often treat them less like strategic partners and more like “the people who fix the spreadsheet.”

Explore other reviews about Capital One

5.0
Jul 9, 2026
Recommend
CEO approval
Business Outlook

Pros

Good benefits, easy to switch teams within company

Cons

Stressful performance management twice a year

2.0
Jul 15, 2026
Recommend
CEO approval
Business Outlook

Pros

Salary, benefits, mobility for internal transfers

Cons

I have been a part of Capital One for more than 20 years, most of my career. It was an exciting growth culture in the early years. Our team culture was very strong. People looked out for each other and worked toward a collective good. Around 2019 a shift began in leadership. Politics became more important and forced distribution, stack ranking, and performance management targets became more prevalent. When the pandemic hit, it broke the strong in person culture of this company. Many left for the lure of FAANG and other companies offering remote work for promotion and higher pay. It was a chance to jump the line and come back later. In the meantime COF hired people who tired of the relentless pace of Amazon, Google, and other tech companies. We also hired in big bank culture of JPM Chase and Goldman. This has resulted in a toxic, political, cutthroat culture with constant reorgs. I’m planning to leave this organization in the next 12 months. It is sad what it has become. I know tenured leaders, great people who look out for others and have helped me succeed over the years, who are miserable here. DFS colleagues from the acquisition are leaving in droves.

3
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