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Automation Risk Analysis

Will “Chemical Librarian” be Automated?

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AI Exposure Risk

52%

“Chemical 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%

“Chemical 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

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

  • 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.

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

  • Evaluate materials to determine outdated or unused items to be discarded.

  • Represent library or institution on internal and external committees.

  • Develop library policies and procedures.

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

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

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

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

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

  • Troubleshoot problems with audio-visual equipment.

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

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

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

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

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

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

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

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

  • Respond to customer complaints, taking action as necessary.

  • Assemble and arrange display materials.

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

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

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

  • Check books in and out of the library.

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

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

  • Maintain inventory of audio-visual equipment.

Technologies & Software

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

Alternative Job Titles