Yes, it is possible to get a mortgage without a social security number through an ITIN home loan program. These specialized mortgage products are designed for individuals who pay taxes with an ITIN instead of SSN. As long as you meet ITIN loan eligibility criteria, you can purchase property or refinance an existing mortgage using an ITIN rather than SSN.