What is Job Description Score?
A job description grader scores your listing across role clarity, inclusivity, company culture representation, and candidate appeal.
The Formula
Score = (Points Earned ÷ Maximum Points) × 100
Worked Example
A JD: clarity 8/10, inclusivity 5/10, culture 7/10, appeal 6/10.
- Total = 8 + 5 + 7 + 6 = 26
- Maximum = 40
- Score = (26 ÷ 40) × 100 = 65%
📌 The JD scores 65%, clear role requirements but inclusivity and candidate appeal need significant improvement.
Why This Matters
Application volume
Inclusive JDs attract 42% more applicants. Gendered language alone reduces female applications by 30-40%. LinkedIn Talent Insights analysis of 15 million job postings found that removing masculine-coded words from job descriptions increased female applicants by an average of 42%, directly expanding the qualified candidate pool with no additional recruiting spend.
Quality of hire
Clear JDs attract better-matched candidates. Vague requirements attract volume but not quality. SHRM research shows that job postings with specific, outcome-focused responsibilities produce applicants whose hiring manager rating in the first 90 days is 31% higher than applicants sourced from postings that describe duties without expected results.
Employer brand
JDs are your most-read employer branding content. Poor ones damage your reputation with potential candidates. Glassdoor data shows that candidates who rate a job posting as clear and compelling are 2.1x more likely to accept an offer when extended, reducing the offer decline rate that forces expensive re-hiring cycles.
Common Mistakes
❌ Too many requirements
Listing 15+ requirements deters qualified candidates. Women apply when meeting 100% of requirements; men at 60%. Keep it to 6-8 essentials. Harvard Business Review research confirmed this gender gap and found that separating must-have from nice-to-have requirements increases diverse applicant rates by 25% without any change to the underlying candidate pool.
❌ No salary range
JDs without salary ranges get 30% fewer applications. Transparency attracts more and better-matched candidates. LinkedIn found that job postings with salary information receive 40% more applications, with the quality of applicants also improving because candidates self-screen against compensation expectations before applying.
❌ Gendered language
Words like "ninja," "rockstar," and "aggressive" deter female applicants. Use neutral, inclusive language. Textio analysis of 77 million job postings found that gender-biased language extends average time-to-fill by 10 days and reduces offer acceptance rates by 7%, compounding the cost of a single poorly worded posting across every role that uses the same template.
Industry Benchmarks
| Category | Good | Average | Poor |
|---|---|---|---|
| Application Rate | 50+ applicants | 20-50 | Below 10 |
| Inclusivity Score | 85%+ | 65-85% | Below 60% |
| Time to Fill | Under 28 days | 28-42 days | Above 50 days |
Source: LinkedIn Talent Insights Job Description Analysis 2025
Benchmark data sourced from LinkedIn Talent Insights Job Description Analysis 2025.