Assistance of the department of revenue in the administration or collection of those state taxes which are administered or collected by other state agencies may be requested by the agencies concerned. Such assistance may be given by the director to the extent that the limitations of time, personnel and the conduct of the duties of the department shall allow. The department shall be reimbursed by any agency to which assistance is rendered.