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STRATUSWORKFORCE SCAN
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Library Technicians

Assist librarians by helping readers in the use of library catalogs, databases, and indexes to locate books and other materials; and by answering questions that require only brief consultation of standard reference. Compile records; sort and shelve books or other media; remove or repair damaged books or other media; register patrons; and check materials in and out of the circulation process. Replace materials in shelving area (stacks) or files. Includes bookmobile drivers who assist with providing services in mobile libraries.

68,690 people do this job in the US. $44,580 a year.

now
36%

of the working time. Estimate.

Kinds of work
  • 39%
  • 6%
  • 56%
5%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 39% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 3%. With Claude Mythos Preview (early), measured in April 2026, 33%. Today's estimate: 36%.

0%10%20%30%40%50%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 1% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 1% within reacho1, December 2024: 1% within reachClaude 3.7 Sonnet, February 2025: 3% within reacho3, April 2025: 9% within reachGPT-5, August 2025: 11% within reachGemini 3 Pro, November 2025: 16% within reachClaude Opus 4.5, November 2025: 16% within reachGPT-5.2, December 2025: 18% within reachClaude Opus 4.6, February 2026: 19% within reachClaude Mythos Preview (early), April 2026: 33% within reachToday (estimate), September 2026: 36% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 31 tasks from .

TaskKind
Plan and conduct children's programs, community outreach programs, and other specialized programs, such as library tours.Done more than weekly by most who do it.8%2.5 h50 min to 5 hStays with people
Compile and maintain records relating to circulation, materials, and equipment.Done more than monthly by most who do it. 7%38 min13 min to 1.7 h95%Half by now
Compile data and create statistical reports on library usage.Done more than monthly by most who do it. 6%1.7 h50 min to 3.3 h90%Half by now
Deliver and retrieve items throughout the library by hand or using pushcart.Done daily by most who do it. 6%17 min8 min to 33 minStays with people
Catalogue and sort books and other print and non-print materials according to procedure and return them to shelves, files, or other designated storage areas.Done daily by most who do it. 6%13 min4 min to 33 minStays with people
Train other staff, volunteers, or student assistants and schedule and supervise their work.Done more than monthly by most who do it. 6%50 min25 min to 2.5 hStays with people
Help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed.Done several times a day by most who do it. 5%13 min4 min to 25 minStays with people
Provide assistance to teachers and students by locating materials and helping to complete special projects.Done more than monthly by most who do it. 5%33 min13 min to 1.3 hStays with people
Compose explanatory summaries of contents of books and other reference materials.Done more than yearly by most who do it. AI observed on this task.5%1.7 h38 min to 4.2 h72%Half by now
Organize and maintain periodicals and reference materials.Done more than weekly by most who do it.4%1.3 h25 min to 2.5 hStays with people
Maintain and troubleshoot problems with library equipment, including computers, photocopiers, and audio-visual equipment.Done more than monthly by most who do it. 4%25 min8 min to 1.7 hStays with people
Check for damaged library materials, such as books or audio-visual equipment, and provide replacements or make repairs.Done more than weekly by most who do it. 4%21 min8 min to 50 minStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.