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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

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

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

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

  • Assemble and arrange display materials.

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

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

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

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

  • Troubleshoot problems with audio-visual equipment.

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

  • Respond to customer complaints, taking action as necessary.

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

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

  • Check books in and out of the library.

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

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

  • 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.

  • Develop library policies and procedures.

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

  • 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.

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

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

  • Maintain inventory of audio-visual equipment.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles