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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

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

  • 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.

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

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

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

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

  • 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.

  • Assemble and arrange display materials.

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

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

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

  • Represent library or institution on internal and external committees.

  • Check books in and out of the library.

  • Maintain inventory of audio-visual equipment.

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

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

  • 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.

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

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

  • 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.

  • Develop library policies and procedures.

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

  • 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.

Technologies & Software

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

Alternative Job Titles