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Automation Risk Analysis

Will “Music Librarian” be Automated?

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AI Exposure Risk

52%

“Music Librarian” 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%

“Music Librarian” 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

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

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

  • 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 library policies and procedures.

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

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

  • 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.

  • Troubleshoot problems with 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.

  • Represent library or institution on internal and external committees.

  • Evaluate materials to determine outdated or unused items to be discarded.

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

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

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

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

  • 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.

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

  • Maintain inventory of audio-visual equipment.

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

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

  • Assemble and arrange display materials.

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

  • Check books in and out of the library.

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles