Job Description Analyzer
Paste any job description and get a quality score, clarity rating, bias check, and specific improvements. A weak JD attracts the wrong candidates — or no candidates at all.
Why job description quality directly affects candidate quality
A job description is the first thing a candidate sees about your role. Before they apply, before they speak to a recruiter, before they know anything about your company culture — they read the job description. A vague, generic, or bias-laden JD filters out strong candidates who can't see themselves in it and attracts mismatched candidates who apply to everything without reading carefully.
The most common job description problems
The most frequent issues fall into a few categories: unclear responsibilities that don't tell candidates what they would actually do day-to-day; requirement inflation where nice-to-haves are listed as requirements, filtering out strong candidates unnecessarily; biased language that skews toward one demographic; and missing compensation information that causes strong candidates to skip the application entirely.
Biased language in job descriptions
Research shows that certain words in job descriptions are associated with specific gender or cultural signals that affect who applies. Words like "rockstar," "ninja," "aggressive," and "dominant" reduce applications from women. Unintentional clustering of these terms can narrow your applicant pool significantly without anyone realizing it.
The compensation transparency effect
Job postings that include salary ranges receive significantly more applications, and the applications tend to be better qualified — candidates self-select based on whether compensation matches their expectations. Hiding the salary to preserve negotiating leverage often backfires: it filters out candidates with options — the best ones — while attracting candidates who apply regardless.