119 lines
4.2 KiB
Markdown
119 lines
4.2 KiB
Markdown
# Market evidence report — auction-house-manager
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Source: **68 real job ads** (JSearch API, countries: us 68), extracted into the MSSQL evidence store; as of 2026-07-09.
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This report contains extracted, aggregated facts only — no ad text is
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reproduced (copyright / platform terms).
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## Seniority distribution
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| Seniority | Ads | Share |
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|---|---|---|
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| mid | 32 | 47 % |
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| junior | 20 | 29 % |
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| n/a | 6 | 9 % |
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| senior | 6 | 9 % |
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| lead | 4 | 6 % |
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## Tools — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | Microsoft Excel | 15 | 22 % |
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| 2 | AS400 system | 8 | 12 % |
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| 3 | Microsoft Word | 5 | 7 % |
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| 4 | Salesforce | 5 | 7 % |
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| 5 | Instagram | 3 | 4 % |
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| 6 | Microsoft Outlook | 3 | 4 % |
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## Hard skills — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | data entry | 11 | 16 % |
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| 2 | art sales | 9 | 13 % |
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| 3 | gallery operations | 8 | 12 % |
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| 4 | sales | 8 | 12 % |
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| 5 | guest service | 7 | 10 % |
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| 6 | auctioneering | 5 | 7 % |
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| 7 | customer service | 5 | 7 % |
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| 8 | live-event selling | 5 | 7 % |
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| 9 | appraisal report preparation | 4 | 6 % |
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| 10 | business development | 4 | 6 % |
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| 11 | commercial property valuation | 4 | 6 % |
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| 12 | customer data processing | 4 | 6 % |
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| 13 | data analysis | 4 | 6 % |
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| 14 | financial modeling | 4 | 6 % |
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| 15 | inventory management | 4 | 6 % |
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| 16 | negotiation | 4 | 6 % |
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| 17 | forecasting | 3 | 4 % |
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| 18 | live event selling | 3 | 4 % |
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| 19 | project management | 3 | 4 % |
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| 20 | research | 3 | 4 % |
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| 21 | title management | 3 | 4 % |
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| 22 | valuation | 3 | 4 % |
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| 23 | vehicle information recording | 3 | 4 % |
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| 24 | vehicle information verification | 3 | 4 % |
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| 25 | vehicle verification | 3 | 4 % |
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## Methods — full market ranking
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| # | Item | Ads | Share |
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| 1 | apprenticeship training | 8 | 12 % |
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| 2 | mentorship | 4 | 6 % |
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| 3 | performance milestones | 3 | 4 % |
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## Responsibilities — full market ranking
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| # | Item | Ads | Share |
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| 1 | art auction support | 5 | 7 % |
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| 2 | client communication | 5 | 7 % |
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| 3 | engaging guests | 5 | 7 % |
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| 4 | guest engagement | 5 | 7 % |
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| 5 | hosting gallery events | 5 | 7 % |
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| 6 | simulcast bid review | 5 | 7 % |
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| 7 | vehicle run order verification | 5 | 7 % |
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| 8 | customer request response | 4 | 6 % |
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| 9 | leading art auctions | 4 | 6 % |
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| 10 | setting up exhibitions | 4 | 6 % |
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| 11 | system information verification | 4 | 6 % |
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| 12 | arbitration support | 3 | 4 % |
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| 13 | client engagement | 3 | 4 % |
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| 14 | exhibition setup | 3 | 4 % |
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| 15 | late title follow-up | 3 | 4 % |
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| 16 | live auction conduction | 3 | 4 % |
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| 17 | team leadership | 3 | 4 % |
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## Job title variants in the market
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| Title | Ads |
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| Auctioneer | 4 |
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| Part time Auction Support Specialist (Manheim) | 4 |
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| Live Sales Auctioneer — High-Energy Live Host | 2 |
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| Vice President - Senior Valuer | 2 |
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| VP & Senior Valuer, Commercial Real Estate Valuation Leader | 2 |
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| Accounting and HR Manager | 1 |
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| Art Auctioneers | 1 |
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| Art Sales Apprentice: Shipboard Career to Auctioneer | 1 |
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| Associate Specialist, Fine Wine Sales | 1 |
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| Associate Specialist, Furniture and Decorative Arts | 1 |
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| Associate, Valuations Manager | 1 |
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| Auction Assistant | 1 |
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| Auction Set-Up Crew | 1 |
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| Auction Support Specialist | 1 |
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| Auction Support Specialist I | 1 |
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| Auctioneer Helper | 1 |
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| Auto Auction Territory Manager | 1 |
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| Blackstone Real Estate Debt Strategies (BREDS) Valuations and Investment Modeling, AVP | 1 |
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| Cataloger | 1 |
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| Commercial Finance Manager - Global Commercial & Operations (Eastern Time Zone) | 1 |
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| Consignment Director - Design | 1 |
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| Consignment Director - Trading Card Games | 1 |
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| Cruise Ship Art Sales Associate-Auctioneer Apprenticeship UK applicants | 1 |
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| Cruise Ship Art Sales Associate-Auctioneer Apprenticeship US applicants | 1 |
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| Cruise Ship Art Sales Associate-Auctioneer Apprenticeship - US applicants 12 | 1 |
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Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.
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