Are Your Job Descriptions Holding You Back?
One of the biggest mistakes talent teams make when transitioning to AI-powered recruitment tools is failing to update their Job Descriptions (JDs).
Traditional JDs are often filled with company lore, vague "unicorn" requirements, and dense blocks of text. AI doesn't care about your company lore; it cares about competencies, required skills, and clear behavioral indicators.
1. Focus on Outcomes, Not Just Requirements
Instead of writing a bulleted list of 15 requested skills (which candidates often lie to match), write about the outcomes the role demands.
Bad: "Must have 5 years of enterprise sales experience." Good: "Must be able to manage a pipeline of $2M and close 3 enterprise contracts per quarter."
Modern AI screening platforms (like EvexAI) evaluate a candidate's ability to achieve those outcomes during video interviews, rather than simply checking a box on a resume.
2. Standardize Your Competencies
If your JD asks for a "Hard Worker," an AI model will struggle to map that objectively. Translate subjective traits into measurable competencies.
- "Hard worker" $\rightarrow$ "High resilience and proactive problem solving."
- "Team player" $\rightarrow$ "Cross-functional collaboration and clear communication."
3. Eliminate Gender-Biased Language
Subtle language choices can subconsciously deter female or minority candidates from applying. Words like "aggressive," "dominate," or "ninja" skew heavily male. AI screening attempts to level the playing field, but if your JD prevents diverse talent from even entering the funnel, the AI cannot help you.
4. Be Explicit About the Screening Process
Improve your Candidate Net Promoter Score (cNPS) by stating exactly what the interview loop looks like at the bottom of the JD. Example: "Our process: 1. Async Video Screen (5 mins) -> 2. Hiring Manager Interview (45 mins) -> 3. Final Offer."
The Bottom Line
Clear, outcome-based job descriptions not only attract superior candidates but also give your AI screening tools the exact roadmap they need to identify your perfect hire.