Job Description
Write inclusive, bias-free job descriptions that attract diverse talent and rank on job boards
What You Can Do
You can create comprehensive job descriptions that attract diverse candidate pools while removing discriminatory language and coded bias. The skill structures qualifications into required vs. preferred categories to reduce overqualification anxiety, optimizes content for job board algorithms (LinkedIn, Indeed, Glassdoor), and flags potential legal vulnerabilities like age proxies or ableist language. You'll produce descriptions that are both legally defensible and genuinely representative of role requirements.
Features
eliminates coded language discouraging women, minorities, neurodivergent, and career-changing candidates
distinguishes deal-breakers from development opportunities to broaden candidate pools
targets keywords and formats for LinkedIn, Indeed, Glassdoor algorithms to improve visibility
aligns job requirements with actual role success factors, not traditional pedigree assumptions
identifies age proxies, ableist language, gendered assumptions, and compliance risks
suggests benefits copy that appeals to underrepresented talent and modern workers
structures descriptions for applicant tracking system parsing and candidate screening
emphasizes inclusive workplace culture signals and career development opportunities
Example Output
Example 1: Before/After Comparison
Before: "We're looking for a rockstar developer with 10+ years of experience, high-energy team player, aggressive go-getter mindset."
After: The Role: Backend Engineering Lead
- Design and implement scalable API systems serving 1M+ daily requests
- Mentor 2-3 junior engineers through code review and architectural guidance
- Collaborate cross-functionally with product and infrastructure teams
Required Qualifications:
- 5+ years of backend system design experience
- Proficiency in Python or Go
- Experience leading technical decisions in production environments
Preferred Qualifications:
-
Open source contributions or published technical writing
-
Experience with distributed systems or microservices
-
Mentorship or team leadership experience
-
⚠️ Legal flag: Original language could discourage older candidates and neurodiverse applicants.
Example 2: Inclusive Benefits Call-Out
Instead of generic "competitive compensation," the skill suggests: "Flexible work arrangements, parental leave (all genders), neurodiversity-affirming workplace practices, professional development stipend, mental health support."
What's Included
- SKILL.md: complete inclusive hiring framework and bias detection guidelines
- Job Description Template: fillable structure for role, responsibilities, qualifications, and benefits
- Bias Language Checklist: coded language examples to flag and rewrite
- Required vs. Preferred Framework: decision rubric for structuring qualifications
- ATS Optimization Checklist: formatting and keyword best practices for job boards
- Competency Mapping Worksheet: aligns role requirements with actual job success metrics
Who It's For
- HR Business Partners and Talent Acquisition Managers — standardizing JD quality and inclusive hiring practices across multiple openings
- Recruiters and Agency Staffing Professionals — writing production-ready job orders that attract broader candidate pools
- Hiring Managers and Team Leaders — articulating role requirements and candidate expectations clearly and fairly
- Diversity & Inclusion Practitioners — auditing existing job postings for bias and discrimination risk
- In-House Recruitment Teams — building career pages and ATS posting templates aligned with DEI commitments
Best For
- Writing new job descriptions from scratch with inclusive best practices built in
- Auditing and rewriting existing job postings to remove unconscious bias and legal risk
- Standardizing job description templates across departments or locations
- Creating ATS-optimized postings that rank well on job boards while attracting diverse talent
- Structuring qualifications to reduce overqualification anxiety and encourage career-changers to apply
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