Non-engineers with GNEM 8/9/6 profiles plus 2-3 years of pre-MBA finance work-ex plus CFA are well-positioned for finance shortlists at new IIMs and beyond. The OP confirmed - "Yes yes. We did have similar profiles. Your work experience should help you. CFA is a good plus on your profile and will help you with shortlists for most of the finance roles." For non-engineers, finance pivot is often easier than for engineers because: