Do your preferences save each time? I have been having to reput them in for each search.
Currently, there is no functionality to save the job preferences. You would need to enter the preferences each time.
You can share this idea as an Enhancement Request on PowerSchool Ideas Portal so that the product team can take a look at this. This article should walk you through how to raise an Enhancement Request.