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skillfactor-pipeline/docs/qa/auctioneer-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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# QA sample — auctioneer
1 of 69 records (2%). Judge each extraction against QUALITY_BAR.md 'Extraction quality': faithful, no invented items, plausible seniority.
## Specialist (us)
**Ad (first 2000 chars):**
> Company Description Selkirk Auctioneers & Appraisers is a full-service auction firm specializing in fine art, antiques, and bespoke collectibles, supported by a seasoned team of industry professionals. The company is dedicated to representing premier collections from across the United States through outstanding photography, expert catalog descriptions, and innovative marketing. Selkirk leverages cutting-edge public relations and communications strategies to attract qualified buyers and achieve the strongest possible sale results. Guided by a passion for the auction world, the team focuses on delivering exceptional outcomes and service to clients locally and worldwide.
>
> Role Description
>
> This is a Full-time on-site position.
>
> • Manage consignor relationships throughout the auction cycle
> • Develop new client relationships for consignment
> • Coordinate with team to price and negotiate consignment inquiries
> • Manage physical inventory receipt, pick-up, and cataloguing of works
> • Research and construct catalogue notes for a large variety of works of different genres, periods, media, and price points
> • Maintain communication with artist authorities (Foundations, Estates, and Galleries) for relevant processes of authentication and expertise gathering
> • Collaborate with team on marketing plans for individual consignments
> • Proofread and provide ad hoc support during the final stages of catalogue development
> • Address auction related inquiries including condition reports
> • Contribute to the planning and execution auction day operations
> • Additional duties as assigned by the Executive Director
> Qualifications
> • Demonstrated expertise or strong interest in fine art, antiques, and collectible categories
> • Excellent research and valuation skills
> • Strong written communication skills for crafting clear, accurate, and engaging catalog descriptions and client correspondence.
> • Attention to detail and organizational skills for managing multiple consignments, deadlines, and auction sch
**Extraction:**
```json
{
"hard_skills": [
"consignment management",
"inventory management",
"research and valuation",
"catalogue note construction",
"auction operations planning"
],
"tools": [
"auction platforms",
"online research tools",
"standard office software"
],
"methods": [],
"responsibilities": [
"relationship management",
"client development",
"pricing negotiation",
"physical inventory coordination",
"authentication process support",
"marketing collaboration",
"condition report addressing"
],
"qualifications": [
"bachelors degree in art history or related field",
"3-5 years equivalent professional experience",
"experience in cataloging",
"appraisal coursework/certifications (plus)"
],
"soft_skills": [
"written communication",
"attention to detail",
"organizational skills",
"customer service",
"interpersonal skills"
],
"seniority": "mid"
}
```