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Automation Risk Analysis

Will “Bibliographer” be Automated?

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AI Exposure Risk

52%

“Bibliographer” 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%

“Bibliographer” 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.

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

  • 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.

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

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

  • Troubleshoot problems with audio-visual equipment.

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

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

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

  • Respond to customer complaints, taking action as necessary.

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

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

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

  • Represent library or institution on internal and external committees.

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

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

  • Maintain inventory of audio-visual equipment.

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

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

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

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

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

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

  • Assemble and arrange display materials.

  • Check books in and out of the library.

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

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

  • Develop library policies and procedures.

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

Technologies & Software

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

Alternative Job Titles