Following up to this for others with this issue. We were using a Custom app and needed to add:write_merchant_managed_fulfillment_orders read_merchant_managed_fulfillment_ordersTo have these returned.
I have these permissions enabled on my app but it's not returning the fulfillment_order object. We had this working fine on our dev store but doesn't seem to be working on the production store.