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AI exposure score

Manufactured Building and Mobile Home Installers

Manufactured Building and Mobile Home Installers score 8 out of 100, which is low exposure to AI. That ranks #785 of 923 US occupations, where #1 is the most exposed. Of the 14 tasks in this job, AI could speed up 1 on its own and 0 more with extra software built on top of it. In April–May 2026, 1 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

8/ 100
Low
Rank
#785of 923 jobs
US workers
3,020BLS, May 2025
Median pay
$45,990a year
In real AI use
1 of 14tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 1 (7%)
  • AI can speed this up with extra software: 0 (0%)
  • Little or no AI speed-up: 13 (93%)
  • List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, and diagrams.AI can speed this up on its own · core task · Seen in real AI use
  • Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers.Little or no AI speed-up · core task
  • Move and set up mobile homes or prefabricated buildings on owners' lots or at mobile home parks.Little or no AI speed-up · core task
  • Inspect, examine, and test the operation of parts or systems to evaluate operating condition and to determine if repairs are needed.Little or no AI speed-up · core task
  • Connect water hoses to inlet pipes of plumbing systems, and test operation of plumbing fixtures.Little or no AI speed-up · core task
  • Remove damaged exterior panels, repair and replace structural frame members, and seal leaks, using hand tools.Little or no AI speed-up · core task
  • Confer with customers or read work orders to determine the nature and extent of damage to units.Little or no AI speed-up · 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.Little or no AI speed-up · core task
  • Reset hardware, using chisels, mallets, and screwdrivers.Little or no AI speed-up · core task
  • Repair leaks in plumbing or gas lines, using caulking compounds and plastic or copper pipe.Little or no AI speed-up · core task
  • Locate and repair frayed wiring, broken connections, or incorrect wiring, using ohmmeters, soldering irons, tape, and hand tools.Little or no AI speed-up · core task
  • Open and close doors, windows, and drawers to test their operation, trimming edges to fit, using jackplanes or drawknives.Little or no AI speed-up · core task
  • Connect electrical systems to outside power sources and activate switches to test the operation of appliances and light fixtures.Little or no AI speed-up · supplemental task
  • Refinish wood surfaces on cabinets, doors, moldings, and floors, using power sanders, putty, spray equipment, brushes, paints, or varnishes.Little or no AI speed-up · supplemental task

Similar jobs, lower exposure

Related occupations that score at least 10 points lower.

This job is already among the least exposed in its field.

Other jobs in this field

Installation, Maintenance, and Repair occupations close to this one.

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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