For Job Candidates: Your Resume Already Talked to a Robot. Your Bio Should Too.

If you are job-hunting right now, the most important first reader of your application is a piece of software you will never meet. The resume parser, the ATS, the LLM doing first-pass screening, the model the recruiter uses to summarize twenty candidates into a shortlist — these are the readers between you and the hiring manager. You already optimize for them. You use the keywords. You match the job description. You format for the parser.