Occupation baseline · Research consensus

Will AI replace Manufactured Building and Mobile Home Installers?

Lower risk

Baseline AI displacement risk for Manufactured Building and Mobile Home Installers, aggregated from 3 research sources.

What this score means

Manufactured Building and Mobile Home Installers is among the least exposed roles in Construction & Trades. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 13 out of 100 it sits close to the Construction & Trades average of 14. Across the 3 sources behind this baseline, individual estimates run from 5 to 20, 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 Manufactured Building and Mobile Home Installers, most central first, showing 12 of 14.

01Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers.
02Move and set up mobile homes or prefabricated buildings on owners' lots or at mobile home parks.
03Inspect, examine, and test the operation of parts or systems to evaluate operating condition and to determine if repairs are needed.
04Connect water hoses to inlet pipes of plumbing systems, and test operation of plumbing fixtures.
05Remove damaged exterior panels, repair and replace structural frame members, and seal leaks, using hand tools.
06List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, and diagrams.
07Confer with customers or read work orders to determine the nature and extent of damage to units.
08Install, 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.
09Reset hardware, using chisels, mallets, and screwdrivers.
10Repair leaks in plumbing or gas lines, using caulking compounds and plastic or copper pipe.
11Locate and repair frayed wiring, broken connections, or incorrect wiring, using ohmmeters, soldering irons, tape, and hand tools.
12Open and close doors, windows, and drawers to test their operation, trimming edges to fit, using jackplanes or drawknives.

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 3 research sources that scored Manufactured Building and Mobile Home Installers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

01Anthropic Economic Index 2026 - AI Task Exposure · 2026
02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
03AI Occupational Exposure to Language Modeling · 2023

Also covers

Concrete Craftsman · Crew Member · Custom Home Installer · Delivery Builder · Delivery Crew Member · Delivery Crew Worker · Fabrication and Layout Craftsman · House Trailer Servicer and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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