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Automation Risk Analysis

Will “Information Scientist” be Automated?

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AI Exposure Risk

52%

“Information Scientist” 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%

“Information Scientist” 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

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

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

  • Develop library policies and procedures.

  • 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.

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

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

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

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

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

  • Maintain inventory of audio-visual equipment.

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

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

  • Assemble and arrange display materials.

  • Evaluate materials to determine outdated or unused items to be discarded.

  • 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.

  • Respond to customer complaints, taking action as necessary.

  • Troubleshoot problems with audio-visual equipment.

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

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

  • Represent library or institution on internal and external committees.

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

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

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

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

  • Check books in and out of the library.

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

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

Technologies & Software

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

Alternative Job Titles