if there are 3 people: A, B, C
Person A studied in IIM A, and had a role of Accountant them financial analyst and then CFO
Person B studied at IIM B had roles of Tax Auditor, Tax Consultant, Chartered Accountant, CFO
Person C studied at IIM A had roles of Product Designer, Marketing Consultant, CMO
Then we need to categorize the roles according to their functions to identify patterns.
For example: CFO, CMO are all management roles
whereas Accountant, Tax Auditor, Tax Consultant etc. can be labelled as finance roles
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