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Automation Risk Analysis

Will “Circulation Manager” be Automated?

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AI Exposure Risk

52%

“Circulation Manager” 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%

“Circulation Manager” 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

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

  • Assemble and arrange display materials.

  • 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.

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

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

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

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

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

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

  • Troubleshoot problems with audio-visual equipment.

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

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

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

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

  • Represent library or institution on internal and external committees.

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

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

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

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

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

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

  • Maintain inventory of audio-visual equipment.

  • Develop library policies and procedures.

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

  • Check books in and out of the library.

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

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

  • Respond to customer complaints, taking action as necessary.

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

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

Technologies & Software

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

Alternative Job Titles