Students with CSEE background get more benefit from UC because there are so many quant fund or prop trading firms in Chicago, which give extremely good compensation (require hard core programming/math skills at same time). Also The competition is significantly less in Chicago as well. But if you want to do quant in IB, Columbia is probably a better choice. Not sure about MAFN's placement. Know a guy working in my team as IT is from that program though (still good pay, 100K base + 50K sign-in bonus)
Other two programs are not comparable at all. Not sure how other guys get UC=UIUC but that is just bs, not even mention Fordham. Finance may be the industry that discriminate school brand most.