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AI Job Risk

Occupation baseline · Research consensus

Will AI replace Library Science Teachers, Postsecondary?

Transitioning

Baseline AI displacement risk for Library Science Teachers, Postsecondary, aggregated from 6 research sources.

What this score means

Library Science Teachers, Postsecondary sits in the middle of the exposure range for Education. Routine parts of the job are starting to automate, but much of it still depends on judgment, relationships, and context that today's models handle poorly. At 40 out of 100 it sits close to the Education average of 39. Across the 6 sources behind this baseline, individual estimates run from 14 to 70, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Library Science Teachers, Postsecondary, most central first, showing 12 of 25.

  • 01Conduct research in a particular field of knowledge and present findings in professional journals, books, electronic media, or at professional conferences.
  • 02Evaluate and grade students' class work, assignments, and papers.
  • 03Keep abreast of developments in the field by reading current literature, talking with colleagues, giving presentations at conferences, and serving on committees in professional associations.
  • 04Prepare and deliver lectures to undergraduate or graduate students on topics such as collection development, archival methods, and indexing and abstracting.
  • 05Prepare course materials, such as syllabi, homework assignments, and handouts.
  • 06Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.
  • 07Initiate, facilitate, and moderate classroom discussions.
  • 08Compile, administer, and grade examinations, or assign this work to others.
  • 09Maintain student attendance records, grades, and other required records.
  • 10Advise students on academic and vocational curricula and on career issues.
  • 11Select and obtain materials and supplies, such as textbooks.
  • 12Supervise undergraduate or graduate teaching, internship, and research work.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 6 research sources that scored Library Science Teachers, Postsecondary for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace Library Science Teachers, Postsecondary?
Published research puts Library Science Teachers, Postsecondary at 40 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Library Science Teachers, Postsecondary?
Only partly. Individual estimates for Library Science Teachers, Postsecondary run from 14 to 70 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which education roles face similar AI exposure?
The closest published education roles to Library Science Teachers, Postsecondary by score are Area, Ethnic, and Cultural Studies Teachers, Postsecondary (40/100), Environmental Science Teachers, Postsecondary (40/100), and Nursing Instructors and Teachers, Postsecondary (40/100). Each has its own page with the research behind its number.

Also covers

Assistant Professor · Associate Professor · Classification Instructor · College Faculty Member · College Professor · Film and Media Program Instructor · Information Science Professor · Instructor and related titles

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.