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Automation Risk Analysis

Will “Old Coin Dealer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #34 of 702. Estimated risk: 0.7%

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AI Exposure Risk

56%

“Old Coin Dealer” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Old Coin Dealer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Curators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Administer collections, such as artwork, collectibles, historic items, or scientific specimens of museums or other institutions. May conduct instructional, research, or public service activities of institution.

Avg. Annual Salary $70,060
Avg. Hourly Wage $33.68
Available Jobs (US) 12,280
Job Title & Hierarchy Code (SOC) Curators #25-4012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Curators”

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Core Skills & Abilities

  • Write and review grant proposals, journal articles, institutional reports, and publicity materials.

  • Negotiate and authorize purchase, sale, exchange, or loan of collections.

  • Schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees.

  • Develop and maintain an institution's registration, cataloging, and basic record-keeping systems, using computer databases.

  • Attend meetings, conventions, and civic events to promote use of institution's services, to seek financing, and to maintain community alliances.

  • Provide information from the institution's holdings to other curators and to the public.

  • Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value.

  • Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed.

  • Arrange insurance coverage for objects on loan or for special exhibits and recommend changes in coverage for the entire collection.

  • Design, organize, or conduct tours, workshops, and instructional or educational sessions to acquaint individuals with an institution's facilities and materials.

  • Confer with the board of directors to formulate and interpret policies, to determine budget requirements, and to plan overall operations.

  • Train and supervise curatorial, fiscal, technical, research, and clerical staff, as well as volunteers or interns.

  • Establish specifications for reproductions and oversee their manufacture or select items from commercially available replica sources.

  • Plan and conduct special research projects in area of interest or expertise.

  • Plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials.

Technologies & Software

  • Claude (Anthropic)
  • Duolingo AI
  • Desktop publishing software
  • KE Software EMu
  • Extensible markup language XML
  • Perl
  • Scheduling software
  • Word processing software
  • Linux
  • Apple macOS
  • Microsoft Word
  • Adobe Photoshop
  • Gemini for Education
  • Adobe Acrobat
  • Khanmigo (Khan Academy)
  • FileMaker Pro
  • NotebookLM (Google)
  • Python
  • Qwen (Alibaba)
  • Gallery Systems EmbARK
  • Database software
  • Adobe InDesign
  • Facebook
  • Vernon Systems Limited Vernon CMS
  • MINISIS MINT
  • MagicSchool AI
  • Microsoft Office software
  • Kimi (Moonshot AI)
  • Willoughby Associates MIMSY XG
  • Grok (xAI)
  • Microsoft Visual Studio
  • Microsoft Access
  • Gemini (Google)
  • Structure query language SQL
  • Microsoft PowerPoint
  • Autodesk AutoCAD
  • Perplexity AI
  • Napkin AI
  • Mistral (Mistral AI)
  • ChatGPT (OpenAI)
  • PastPerfect Software PastPerfect
  • Llama (Meta)
  • Eloquent Systems Eloquent
  • Graphics software
  • Artsystems Collections
  • Nova (Amazon)
  • Microsoft Paint
  • Ex Libris Group DigiTool
  • R
  • SAS
  • Social media sites
  • Cuadra Associates STAR/Museums
  • Web browser software
  • Microsoft Outlook
  • Gallery Systems The Museum System
  • Microsoft Excel
  • Questor Systems ARGUS
  • Re:discovery Software Proficio
  • Corel WordPerfect Office Suite
  • DeepSeek
  • Adobe Creative Cloud software
  • Adobe Illustrator
  • Adobe FreeHand MX
  • Slotted screwdrivers
  • Power drills
  • Light meters
  • Digital cameras
  • Personal computers
  • Digitizers
  • Paint brushes
  • Precision levels
  • Handheld digital thermometers
  • Scanners
  • Precision rulers
  • Claw hammers
  • Utility knives
  • Laptop computers
  • Precision knives
  • Mat cutters
  • Desktop computers
  • Two way radios
  • T squares