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skillfactor-pipeline/docs/qa/beauty-salon-manager-sample.md
skillfactor-pipeline af05383bb1 chore: v1 baseline - full 3,039-package catalog with AI-skill enrichment and O*NET backfill
Snapshot before the quality program (relevance gates, tiered mapping,
QA linter). v1 is the immutable before/after reference; evidence crawl
was at ~175/3039 occupations when tagged.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
2026-07-09 05:32:49 +02:00

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2.9 KiB
Markdown

# QA sample — beauty-salon-manager
1 of 54 records (2%). Judge each extraction against QUALITY_BAR.md 'Extraction quality': faithful, no invented items, plausible seniority.
## Licensed Assistant Salon Manager (us)
**Ad (first 2000 chars):**
> Sport Clips of Waldorf is hiring for an Assistant Manager
>
> JOB DESCRIPTION
>
> We are seeking a motivated and experienced Assistant Salon Manager to join our Sport Clips team. The ideal candidate should be a licensed hair stylist and have a passion for the beauty industry, exceptional leadership skills, and a commitment to providing excellent customer service. As an Assistant Salon Manager, you will play a crucial role in the daily operations and development of team members (hair stylists) and of our salon as well as assist in creating a positive and welcoming environment for both our clients and our hair stylists team members.
>
> BENEFITS:
>
> * Above-average pay plus tips!
>
> * Instant clientele!
>
> * Attractive benefits package and incentives
>
> * Flexibility for maintaining work-life balance
>
> * Fun, team-oriented and positive salon culture
>
> * Unlimited career advancement opportunities
>
> * Mental health support - provided by employer at no cost to you!
>
> * Become an expert in men and boys haircuts with our ongoing paid industry leading training programs
>
> * Recently named best CEO for Women, Best CEO for Diversity and Best Company for Career Growth by Comparably
>
> KEY RESPONSIBILITIES:
>
> * Assist in the overall management and supervision of salon operations.
>
> * Provide guidance, support and development to hair stylists and coordinators.
>
> * Ensure exceptional customer service and client satisfaction.
>
> * Assist in recruiting, training, and onboarding new team members.
>
> * Collaborate with the Salon Manager to achieve revenue and sales goals.
>
> * Stay updated on industry trends and share knowledge with the team.
>
> QUALIFICATIONS:
>
> * A valid state cosmetology or barber license.
>
> * Previous leadership experience in a salon environment preferred.
>
> * Strong leadership and interpersonal skills.
>
> * Excellent communication and customer service abilities.
>
> * Knowledge of applicable beauty products sold in store.
>
> * Organized, detail-oriented, and able to multitask effectively.
>
> * Flexibility in
**Extraction:**
```json
{
"hard_skills": [
"salon operations management",
"hair styling",
"recruiting",
"training",
"onboarding"
],
"tools": [],
"methods": [],
"responsibilities": [
"salon supervision",
"team member development",
"customer service",
"revenue goal achievement",
"industry trend monitoring"
],
"qualifications": [
"state cosmetology or barber license",
"previous leadership experience"
],
"soft_skills": [
"leadership skills",
"interpersonal skills",
"communication skills",
"customer service abilities",
"organization"
],
"seniority": "junior"
}
```