- Understanding of trade life-cycle, familiarity with key elements in a trade
- Experience solving similar issues, wherein he/she has to create a unified model for interpreting trades from different systems.
- Understand of reference data
- Experience with regulatory reporting/mainly data needed for it.
- Good communicator with an ability to define/identify the problem as it a more of consulting kind of role
- He/She has done consulting engagement in capital markets.