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Automation Risk Analysis

Will “Visual Specialist” be Automated?

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AI Exposure Risk

52%

“Visual Specialist” 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Visual Specialist” 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 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Librarians and Media Collections Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Administer and maintain libraries or collections of information, for public or private access through reference or borrowing. Work in a variety of settings, such as educational institutions, museums, and corporations, and with various types of informational materials, such as books, periodicals, recordings, films, and databases. Tasks may include acquiring, cataloging, and circulating library materials, and user services such as locating and organizing information, providing instruction on how to access information, and setting up and operating a library's media equipment.

Avg. Annual Salary $69,180
Avg. Hourly Wage $33.26
Available Jobs (US) 131,830
Job Title & Hierarchy Code (SOC) Librarians and Media Collections Specialists #25-4022
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Librarians and Media Collections Specialists”

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Core Skills & Abilities

  • Set up, adjust, and operate audio-visual equipment, such as cameras, film and slide projectors, and recording equipment, for meetings, events, classes, seminars, and video conferences.

  • Train faculty and media staff on the use of software and audio-visual equipment.

  • Develop library policies and procedures.

  • Troubleshoot problems with audio-visual equipment.

  • Teach library patrons basic computer skills, such as searching computerized databases.

  • Maintain inventory of audio-visual equipment.

  • Plan and deliver client-centered programs and services, such as special services for corporate clients, storytelling for children, newsletters, or programs for special groups.

  • Check books in and out of the library.

  • Evaluate materials to determine outdated or unused items to be discarded.

  • Respond to customer complaints, taking action as necessary.

  • Assemble and arrange display materials.

  • Supervise daily library operations, budgeting, planning, and personnel activities, such as hiring, training, scheduling, and performance evaluations.

  • Analyze patrons' requests to determine needed information and assist in furnishing or locating that information.

  • Direct and train library staff in duties, such as receiving, shelving, researching, cataloging, and equipment use.

  • Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.

  • Confer with teachers to select course materials and to determine which training aids are best suited to particular grade levels.

  • Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.

  • Develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, electronic pathfinders, software programs, and online tutorials.

  • Evaluate vendor products and performance, negotiate contracts, and place orders.

  • Arrange for interlibrary loans of materials not available in a particular library.

  • Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems.

  • Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.

  • Explain use of library facilities, resources, equipment, and services, and provide information about library policies.

  • Plan and teach classes on topics such as information literacy, library instruction, and technology use.

  • Engage in professional development activities, such as taking continuing education classes and attending or participating in conferences, workshops, professional meetings, and associations.

  • Confer with colleagues, faculty, and community members and organizations to conduct informational programs, make collection decisions, and determine library services to offer.

  • Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.

  • Locate unusual or unique information in response to specific requests.

  • Represent library or institution on internal and external committees.

  • Maintain hardware and software, including computers, media equipment, scanners, color copiers, and color laser printers.

Technologies & Software

  • Extensible markup language XML
  • Really Simple Syndication RSS
  • RCL Software Media Library Manager
  • Microsoft Publisher
  • Hypertext markup language HTML
  • Social networking software
  • Word processing software
  • Database software
  • Gemini (Google)
  • Macropool Web Research
  • Microsoft SharePoint
  • Cascading style sheets CSS
  • Classification Web
  • Khanmigo (Khan Academy)
  • SmugMug Flickr
  • Claude (Anthropic)
  • Microsoft Excel
  • Wiki software
  • Desktop publishing software
  • Microsoft Visio
  • NotebookLM (Google)
  • Zoom
  • MC2 Systems Auto Librarian
  • Surpass management system software
  • Autodesk AutoCAD
  • Grok (xAI)
  • National Library of Medicine Medline
  • CATNYP
  • Dynix Digital Library
  • WorldCat
  • Microsoft Windows
  • Microsoft Office software
  • Adobe Creative Cloud software
  • JavaScript
  • Thomson Reuters Westlaw Edge
  • QuarkXPress
  • Thomson Scientific Dialog
  • Google Workspace software
  • Facebook
  • Perplexity AI
  • Online databases
  • Microsoft Access
  • Microsoft Word
  • Microsoft Onfolio
  • Ex Libris Group Voyager
  • Kelowna Software L4U
  • Apple iMovie
  • PrimaSoft PC Small Library Organizer Pro
  • Adobe Illustrator
  • Web browser software
  • Adobe Acrobat
  • Gemini for Education
  • Adobe After Effects
  • Nova (Amazon)
  • Mistral (Mistral AI)
  • MagicSchool AI
  • Llama (Meta)
  • Ex Libris Group Aleph
  • ChatGPT (OpenAI)
  • Microsoft PowerPoint
  • HTTrack
  • Adobe InDesign
  • PHP
  • CatchTheWeb
  • Infovision Amlib
  • Kimi (Moonshot AI)
  • Standard generalized markup language SGML
  • Blogging software
  • Structured query language SQL
  • Qwen (Alibaba)
  • Microsoft Outlook
  • Inmagic Genie
  • Drupal
  • Learning management system LMS
  • Graphics software
  • StataCorp Stata
  • Duolingo AI
  • DeepSeek
  • Email software
  • WebClarity Software BookWhere
  • Data visualization software
  • Oracle Java
  • LexisNexis
  • Saora Keepoint
  • Online Computer Library Center (OCLC) databases
  • Electronic Online Systems International EOS.Web
  • Adobe Dreamweaver
  • askSam Systems SurfSaver
  • Extensible hypertext markup language XHTML
  • Adobe Photoshop
  • Springshare LibGuides
  • SirsiDynix Symphony
  • Apple Final Cut Pro
  • Inmagic TextWorks
  • National Library of Medicine DOCLINE
  • Adobe Premiere Pro
  • FileMaker Pro
  • Blackboard software
  • Napkin AI
  • Innovative Interfaces Millennium
  • Audio tape players
  • Microfilm printers
  • Microfilm readers
  • Compact disk CD players
  • Digital cameras
  • Bookmobiles
  • Audio presentation systems
  • Motion picture projectors
  • Multi-line telephone systems
  • Portable amplifiers
  • Large screen projectors
  • Multimedia projectors
  • Screwdrivers
  • Overhead display projectors
  • Photocopying equipment
  • Scanners
  • Wireless microphones
  • Videoconferencing equipment
  • Video screens
  • Barcode scanners
  • Video cassette recorders VCR
  • Slide projectors
  • Voltmeters
  • Television monitors
  • Laptop computers
  • Opaque projectors
  • Sound boards
  • Digital video disk DVD players
  • Still cameras
  • Light boards
  • Digital camcorders
  • High speed video duplicators
  • Public address PA systems
  • Audio or video editing systems
  • Claw hammers
  • Cash registers
  • Liquid crystal display LCD projection systems
  • Personal computers
  • Film projectors
  • Desktop computers
  • Microfiche readers

Alternative Job Titles