Will AI replace library technicians?

Not on current evidence. Less than 30 minutes of a typical shift goes to tasks that AI or robots are doing today. The other 7h 38m (96%) stays with people. Separately, BLS expects about 6.4% fewer of these jobs by 2035 (all jobs: +3.5%).

AI shows up regularly in 2 of 31 tasks, about 21m of a typical shift. The biggest ones:

• Conduct reference searches, using printed materials and in-house and online databases. (14m a shift, AI mostly does it alone)
• Retrieve information from central databases for storage in a library's computer. (7m a shift, AI mostly does it alone)

Not in workplaces like this one, based on a 2026 review of robot deployments. 9 more tasks have only been done in factory setups built around the machine, so they stay with people here. For 2 physical tasks, no robot has shown it can do the work yet.

7h 38m of a typical shift, or 96%, goes to tasks with no AI or robot evidence yet. No AI usage or robot deployment has shown up for these so far. The biggest:

• Reserve, circulate, renew, and discharge books and other materials. (1h 18m a shift)
• 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. (49m a shift)
• 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. (49m a shift)
• Answer routine telephone or in-person reference inquiries, referring patrons to librarians for further assistance, when necessary. (35m a shift)
• Process print and non-print library materials to prepare them for inclusion in library collections. (28m a shift)

Much of it comes down to where and how the work happens. In-person, hands-on and high-stakes work is where AI and robots have made the least headway so far. In the official O*NET survey of people in this job:

• 80% talk face to face with others every day
• 59% say dealing with the public is very or extremely important
• 59% work at arm's length or closer to other people

For the 1 task in this job where AI shows up and timing data exists, a typical request takes about 4h 49m for a person alone and about 29m with AI. These are Claude's own estimates from real conversations in April and May 2026 (Anthropic Economic Index). They describe single requests, not whole workdays, and time saved on a task doesn't mean jobs are cut. The biggest gaps:

• Conduct reference searches, using printed materials and in-house and online databases (about 4h 49m alone, 29m with AI)

On Indeed, job postings in the Education & Instruction sector are at 107% of their February 2020 level (all U.S. postings: 104%), down 9.5% from a year earlier, as of Oct 9, 2026. BLS separately expects about 11,000 openings a year in this job through 2035. Across all U.S. postings, 7.3% now mention AI skills. Sector postings cover more than this one job and move for many reasons besides AI.

The median pay is about $44,580 a year ($21.43 an hour), 13% below the median for all U.S. jobs ($50,980). Most people in this job earn between $29,300 and $63,080 a year; that range covers the middle 80%. Pay figures are from BLS, May 2025, and vary a lot by state and employer. Pick a state to compare:

BLS projects a decline of 6.4% from 2025 to 2035, compared with 3.5% growth for all jobs. That's about 68,000 jobs in 2035. Even so, it expects about 11,000 openings a year, mostly from people retiring or changing careers. These projections don't single out AI as a cause.

About 69,000 people in the U.S., roughly 0.04% of all workers (BLS, May 2025). That makes it the 330th largest of the 796 jobs on this site. BLS expects about 68,000 in 2035.

The most common requirement is a bachelor's degree: about 30% of people in the job said so in the official O*NET survey. O*NET rates the job at level 3 of 5 for preparation, which usually means: vocational school or associate's degree. Requirements vary by state and employer, especially for licensed work.

These come from the job's official skill ratings and from the tasks that AI and robots touch least today. Building them keeps you strong in the parts of the work that still need a person:

• Skills that matter more here than in most jobs: Learning Strategies, Service Orientation, Reading Comprehension, Coordination
• Get strong at the parts of the job that stay with people (listed above), which take 7h 38m of a typical shift
• Tools employers list: Microsoft Office software, Microsoft Excel, Adobe Acrobat, Adobe Illustrator, Adobe InDesign
• Learn to use AI well on the tasks where it already shows up in this job (listed above)

Yes. Occupational experts recently added these to the official task list, a sign of how the work itself is shifting. New tasks aren't rated for AI or robots yet:

• Open and close the library.

These use similar skills. Matches come from 109 official ratings of skills, knowledge and work activities, and each needs the same or less preparation unless the official list relates the jobs directly:

• Clerical Library Assistants (2h 25m touched, $37k median pay)
• General Office Clerks (4h 30m touched, $45k median pay)
• Stockers and Order Fillers (1h 17m touched, $37k median pay)
• Secretaries and Administrative Assistants (3h 53m touched, $48k median pay)

Each task carries its own evidence label. For this job: 4 observed in real AI use, 27 with no AI or robot evidence found. The minutes per task are estimates, not measured hours, and "no evidence" doesn't prove a task is safe.