Start with a search brief
Before asking AI to find jobs, write down the work you want to do, the location or remote arrangement you need, your availability, and the skills you can demonstrate. Choose one primary role family and one adjacent option. A search for ‘anything remote’ gives you little basis for deciding which applications deserve your time.
Separate nonnegotiables from preferences. If a role requires a license you do not hold, that is different from preferring experience with a tool you could learn. Do not let an AI fit score make that decision for you.
Build an evidence bank
Collect six to ten examples from paid work, education, volunteering, or personal projects. For each, record the problem, your contribution, tools used, and a result you can support. Save the source of every metric. This becomes the material for your resume, application answers, and interview stories.
Remove private client information, full home addresses, reference contact details, and confidential documents before sharing material with an AI service. Review that service’s current data settings and use only information you are permitted to share.
Compare real job descriptions
Paste three to five current job descriptions into your chosen AI assistant. Ask it to separate explicit requirements, preferences, and assumptions. Request a table matching each requirement to your evidence. A missing example is a question to investigate, not permission to invent experience.
Use AI to suggest related job titles and search phrases. Then search actual job boards and employer career pages. If an assistant provides openings, open every original listing to confirm the employer, location restrictions, application route, and whether the role is still available.
Turn the shortlist into a week of action
Choose a small batch of suitable roles, tailor the strongest applications, and contact a few people with relevant context. Set aside time to practice and improve a work sample. Track the application date, resume version, source, contact, and next step.
After a few weeks, review where the process stalls. Few relevant openings may call for different titles or sources. Applications without conversations may call for clearer evidence or better targeting. Interviews without progress may call for more specific examples and practice. Small samples are noisy, so avoid rewriting everything after one rejection.
Your next 30 minutes
Write your search brief, collect three real job descriptions, and identify one role for which you can provide strong evidence. Finish by choosing a single next action: improve a resume bullet, verify an opening, or ask a former colleague about a team.
Try this AI prompt
Copy this into your chosen AI assistant, replace the brackets, and review the output yourself.
Act as a job-search planning partner. Using only my career evidence and the job descriptions below, create: (1) related role titles to investigate, (2) a requirement-to-evidence table, (3) genuine gaps and questions, and (4) a one-week plan for my available hours. Separate explicit requirements from your inferences. Do not invent jobs, skills, dates, achievements, or hiring probabilities. Ask about missing information first. My constraints: [details]. Evidence: [facts]. Job descriptions: [text].