AI for HR: Job Descriptions That Attract Diverse Talent

By Jordan Taylor

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Your hiring manager just sent you the fifth revision request of the day. "Can you update the software engineer posting? The language feels off." You've already spent two hours on this JD, researching competitor postings, trying to balance legal compliance with readability. And you've got twelve more positions to post this week.

AI can write that job description in 10 minutes. But here's the catch: a poorly prompted AI will generate the exact masculine-coded, requirement-inflated, jargon-filled language that scares away 50% of qualified candidates. Gender-neutral language gets 42% more women to apply. Salary transparency gets 30% more applicants overall.