Driver retention is one of the major problems faced by taxi service providers in the wake of the global pandemic. The spread of hazardous infections and a temporary plunge in ride volumes compelled drivers to keep away from their professional responsibilities. Now that the commuters are switching to the new normal, the ride volume is increasing and ride-hailing service providers ought to strengthen their workforce to convert incoming opportunities into revenue.