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AI exposure Installation, maintenance and repair

Will AI replace manufactured building and mobile home installers?

Manufactured Building and Mobile Home Installers. US occupation 49-9095.

0.0%

of the time manufactured building and mobile home installers spend on their work goes on tasks where AI is already being used to do that work.of manufactured building and mobile home installers' working hours go on tasks AI has already started taking off their plate.

Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.

Average US job 7.7%

Among the least exposed jobs there are.Still waiting for liberation.

What AI already does for manufactured building and mobile home installersWhat manufactured building and mobile home installers no longer do alone

O*NET lists 14 tasks for manufactured building and mobile home installers. None of them shows meaningful AI use at work yet.

What it does not touch, yetWhat still needs a human

14 of the 14 tasks show no AI use at work in the data.

  • Confer with customers or read work orders to determine the nature and extent of damage to units.Core task
  • Connect water hoses to inlet pipes of plumbing systems, and test operation of plumbing fixtures.Core task
  • Inspect, examine, and test the operation of parts or systems to evaluate operating condition and to determine if repairs are needed.Core task
  • Install, repair, and replace units, fixtures, appliances, and other items and systems in mobile and modular homes, prefabricated buildings, or travel trailers, using hand tools or power tools.Core task
  • List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, and diagrams.Core task
  • Move and set up mobile homes or prefabricated buildings on owners' lots or at mobile home parks.Core task
Show the other 8
  • Open and close doors, windows, and drawers to test their operation, trimming edges to fit, using jackplanes or drawknives.Core task
  • Remove damaged exterior panels, repair and replace structural frame members, and seal leaks, using hand tools.Core task
  • Repair leaks in plumbing or gas lines, using caulking compounds and plastic or copper pipe.Core task
  • Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers.Core task
  • Connect electrical systems to outside power sources and activate switches to test the operation of appliances and light fixtures.
  • Locate and repair frayed wiring, broken connections, or incorrect wiring, using ohmmeters, soldering irons, tape, and hand tools.
  • Refinish wood surfaces on cabinets, doors, moldings, and floors, using power sanders, putty, spray equipment, brushes, paints, or varnishes.
  • Reset hardware, using chisels, mallets, and screwdrivers.

How that compares

Among the 50 installation, maintenance and repair occupations, manufactured building and mobile home installers rank 32. The group averages 0.7%, and its most exposed job is Computer, Automated Teller, and Office Machine Repairers at 10.7%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Level with 0.0%

  1. 346Maintenance Workers, Machinery 0.0%
  2. 346Makeup Artists, Theatrical and Performance 0.0%
  3. 346Manicurists and Pedicurists 0.0%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.