Prior loan/credit-card/EMI recovery experience Experience with bank/NBFC/fintech collections Knowledge of DPD, EMI, overdue, PTP (Promise to Pay) and collection processes Robust convincing and objection-handling ability Local-area knowledge can be an advantage.