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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

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

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

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

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

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

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

  • Represent library or institution on internal and external committees.

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

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

  • 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.

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

  • 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.

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

  • 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.

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

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

  • Develop library policies and procedures.

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

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

  • Assemble and arrange display materials.

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

  • Troubleshoot problems with audio-visual equipment.

  • Respond to customer complaints, taking action as necessary.

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

Technologies & Software

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

Alternative Job Titles