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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

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

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

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

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

  • Represent library or institution on internal and external committees.

  • Assemble and arrange display materials.

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

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

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

  • Develop library policies and procedures.

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

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

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

  • Maintain inventory of audio-visual equipment.

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

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

  • Check books in and out of the library.

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

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

  • 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.

  • Respond to customer complaints, taking action as necessary.

  • Troubleshoot problems with audio-visual equipment.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles