The IRS sets the rate for two reasons: 1  To give employers a fair rate for paying back employees when they drive their own personal vehicles for work. 2  To give employees a rate which they can use to deduct mileage on their taxes if the employer doesnât reimburse or doesnât reimburse the full amount.