You can't apply for a bank loan just with your work permit. Generally speaking, the information required to apply for a loan is as follows:

Identity cards of both husband and wife;

Household registration book/foreigners need temporary residence permit and household registration book;

Marriage certificate/divorce certificate or court judgment/single certificate;

Proof of income;

Academic certificate;

Bank flowing water;

Other attributes;

Copy of the business license of the unit (with official seal);

Large deposit certificates, etc. ;

If the borrower is an enterprise legal person, it must also provide the annual business license, tax registration certificate, organization code certificate, articles of association and financial statements.