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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.

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

  • Develop library policies and procedures.

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

  • Evaluate materials to determine outdated or unused items to be discarded.

  • Maintain inventory of audio-visual equipment.

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

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

  • Assemble and arrange display materials.

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

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

  • Represent library or institution on internal and external committees.

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

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

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

  • Check books in and out of the library.

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

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

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

  • Troubleshoot problems with audio-visual equipment.

  • Respond to customer complaints, taking action as necessary.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles