AI Prompts for Businesses · HR, Hiring & Internal Communication Prompts
What's a good AI prompt for writing a job description that attracts the right candidates
A strong job-description prompt separates must-have requirements from nice-to-haves and asks the AI to write in plain, specific language about the actual day-to-day work, since vague, buzzword-heavy postings attract more unqualified applicants, not fewer.
Key takeaways
- Separating must-haves from nice-to-haves helps the AI avoid an inflated, unrealistic requirements list.
- Describing actual day-to-day tasks attracts candidates who genuinely want that work.
- Explicitly asking for plain language avoids the vague corporate-speak that discourages good applicants.
- A reviewer should check the requirements list for anything that unnecessarily screens out qualified candidates.
The Prompt
Write a job description for [job title] at [company/team context].
Must-have requirements: [the actual non-negotiables — keep this list short]
Nice-to-have skills: [separate list]
What this person will actually do day-to-day: [2-3 specific, concrete tasks or responsibilities]
Team/company context: [1-2 sentences]
Write in plain, specific language — no vague buzzwords like "rockstar" or "fast-paced environment" without explaining what that actually means. Keep requirements realistic.
Why This Prompt Works
Job descriptions with inflated, vague requirements lists discourage qualified candidates (particularly women and underrepresented groups, per widely cited hiring research) from applying even when they’re a strong fit, while attracting less-qualified applicants who don’t read closely. Forcing a must-have/nice-to-have split before writing prevents the common failure of listing everything as required.
How to Customize It
Have the hiring manager fill in the day-to-day tasks section directly rather than guessing — specific, real task descriptions are what actually differentiate a compelling posting from a generic one, and no prompt can substitute for that input being accurate.
Common Mistakes to Avoid
Don’t let the requirements list grow past what the role genuinely needs on day one — a common AI-drafting failure is padding the list with skills that sound impressive but aren’t actually required, which shrinks your qualified applicant pool for no real benefit.
Bottom Line
The most effective job-description prompts force a clear must-have/nice-to-have split and ask for concrete day-to-day detail in plain language — that combination attracts candidates who are both qualified and genuinely interested in the actual work.
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Go deeper
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Sources
- [1]Prompt engineering overview — Anthropic
- [2]Sample job interview questions — SHRM
Written by Editorial Team
Last updated August 3, 2026
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