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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

  • 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.

  • 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.

  • Represent library or institution on internal and external committees.

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

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

  • 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.

  • Check books in and out of the library.

  • 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.

  • Evaluate materials to determine outdated or unused items to be discarded.

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

  • Troubleshoot problems with audio-visual equipment.

  • 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.

  • Respond to customer complaints, taking action as necessary.

  • Assemble and arrange display materials.

  • Develop library policies and procedures.

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

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

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

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

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

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

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

  • Maintain inventory of audio-visual equipment.

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

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

Technologies & Software

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

Alternative Job Titles