No. You do not need to pay a fee. However, if your application is accepted, your employer will be informed that s/he should pay a fee to get your work permit on behalf of you. Amount of the fees; (in Turkish)

https://www.csgb.gov.tr/uigm/duyurular/2018-harc-miktarlari/