Good WLB and colleagues; Needs improvement on Growth Path - Principal Data Scientist Capital One Employee Review

4.0
Oct 28, 2021
Recommend
CEO approval
Business Outlook

Pros

WLB is great for data scientist; although I heard it varies from team to team. Work culture is inclusive - you always can be heard. Management never asks you to work overtime. Colleagues are friendly and helpful.

Cons

The career path and year end calibration needs improvement. C1 claims to be a tech leader in the banking industry, but its pay level for DS roles are not catching up to the IT / FinTech firms. Promotion is heavily relying on exposure across teams and thus force much efforts of selling work. Should have a better way to value engineering achievements.

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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