Software as a service (SAAS) services featuring software using artificial intelligence (AI) for generating dynamic digital profiles and resumes for job seekers; providing temporary use of non-downloadable software for responding to screening questions, tailoring professional profiles to job listings, and supporting hiring decisions; providing temporary use of non-downloadable software for use by recruiters to conduct semantic search and evaluate candidate fit based on AI-generated data.