Pros
If you are in the Markets or Corporate Investment Space - then the organization might offer some great experience and exposure to the industry with decent compensation. If you are in that space and fall into an under-represented category - then this might be an awesome space. As the organization is very white/male. The org has no idea how to address this and it thus creates a potential opportunity for you - if you can work through the culture.
Cons
If you are in any other type of support (non-revenue) line - then I advise you to seriously consider someplace else. The senior leaders do not fully understand what it takes to run a holistic business. which causes the support lines to be chronically understaffed and overworked. It's also a very old school (white male centric) mentality.