Will mobile home installers be replaced by AI?
Updated
Mobile home installers score 16 out of 100 for AI exposure. 77% of their task time needs a person. AI helps with the other 23%.
- 23% AI helps
- 77% Needs a person
Low exposure
Lower than 87% of the 923 jobs we scored.
Task by task
We graded 14 tasks, most exposed first. AI can't fully do any of them yet. It helps with 3 and leaves 11 to people.
| Task | AI exposure |
|---|---|
| List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, and diagrams. AI can draft parts lists, estimates, and procedures from manuals. | 60% AI helps |
| Confer with customers or read work orders to determine the nature and extent of damage to units. Customer conversations need live judgement; AI can summarize work orders. | 25% AI helps |
| Inspect, examine, and test the operation of parts or systems to evaluate operating condition and to determine if repairs are needed. Hands on testing needs presence; AI aids checklists and reports. | 20% AI helps |
| Refinish wood surfaces on cabinets, doors, moldings, and floors, using power sanders, putty, spray equipment, brushes, paints, or varnishes. Sanding, spraying, and painting wood surfaces is physical finishing work. | 7% Needs a person |
| 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. Installing and replacing fixtures in homes is physical, hands on work. | 6% Needs a person |
| Locate and repair frayed wiring, broken connections, or incorrect wiring, using ohmmeters, soldering irons, tape, and hand tools. Frayed wiring repair needs physical tools and hands on diagnosis. | 6% Needs a person |
| Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers. Physical sealing and nailing of shipping openings on site. | 5% Needs a person |
| Remove damaged exterior panels, repair and replace structural frame members, and seal leaks, using hand tools. Structural frame and panel repair is physical work on site. | 5% Needs a person |
| Connect water hoses to inlet pipes of plumbing systems, and test operation of plumbing fixtures. Connecting hoses and testing fixtures is physical work on site. | 4% Needs a person |
| Repair leaks in plumbing or gas lines, using caulking compounds and plastic or copper pipe. Pipe and gas line repairs are physical and safety critical. | 4% Needs a person |
Show the other 4 tasks
| Task | AI exposure |
|---|---|
| Connect electrical systems to outside power sources and activate switches to test the operation of appliances and light fixtures. Connecting site power and testing appliances requires physical presence. | 4% Needs a person |
| Move and set up mobile homes or prefabricated buildings on owners' lots or at mobile home parks. Physically moving and placing homes needs equipment and site presence. | 3% Needs a person |
| Reset hardware, using chisels, mallets, and screwdrivers. Resetting hardware with chisels and mallets is physical skilled work. | 3% Needs a person |
| Open and close doors, windows, and drawers to test their operation, trimming edges to fit, using jackplanes or drawknives. Fitting doors and windows by planing edges is physical craft work. | 3% Needs a person |
How mobile home installers compare
All jobs (923)
Installation, maintenance and repair (50)
Pay and outlook in the US
- Median pay
- $45,990 a year, May 2025
- People employed
- 3,020 in the US, May 2025
- Projected change in jobs
- +5.8% from 2024 to 2034
Skills to build
- Draft parts lists and cost estimates in Microsoft Excel
- Read manufacturer installation manuals and wiring diagrams
- Repair frayed wiring with ohmmeter and soldering iron
- Move and set mobile homes on lots and parks
- Test plumbing fixtures after connecting water inlet hoses
- Repair gas line leaks with copper pipe and caulk
Safer roles nearby
5 related jobs with lower scores.
Questions about mobile home installers and AI
Will AI replace mobile home installers?
Unlikely. About 1 in 10 working hours go to tasks AI can already do, mostly drafting parts lists and cost estimates from manuals and summarizing work orders. Moving homes, repairing wiring and plumbing, and connecting power stay with installers because they need hands, tools and a physical site.
Which tasks is AI taking over for mobile home installers?
Listing parts, estimating costs, and planning work procedures carry the highest exposure, scoring 60, because AI can draft parts lists and procedures from technical manuals and diagrams. Reading work orders to judge damage comes next at 25, since AI can summarize the paperwork before the installer arrives on site.
Which tasks stay human for mobile home installers?
Moving and setting up homes on lots, connecting water and site power, and repairing gas or plumbing leaks stay with installers, each scoring 3 or 4 on exposure. These tasks need equipment, physical presence and safety judgement on site. Hands-on work makes up about 77 percent of task weight.
How can mobile home installers stay valuable as AI spreads?
Keep the site work and use AI on the paperwork. Draft parts lists and estimates in Microsoft Excel, then check each line against the manufacturer manual before quoting. Send customers job updates through email software, and keep your hands-on skills in wiring, plumbing and gas line repair sharp.
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