The company has NO obligation to pay mileage unless it is their policy. If you are reimbursed mileage by your company you can not take a deduction for that mileage. If you are not reimbursed, you can take it as an Itemized Deduction on Schedule A.

Commuting mileas are not deductible.

https://www.irs.gov/taxtopics/tc514.html