Unemployment Insurance is only temporary. You need to find new employment ASAP, both for your own good and for you to qualify for the mortgage loan that you want. Lenders look for continuous emplyment as part of the underwriting process. So, it would be good to find new employment before your employment runs out.
Good Luck and I hope you find a job soon!!!