AI Career Risk For Manufactured Building and Mobile Home Installers

Will AI Replace Manufactured Building and Mobile Home Installers in 2026?

Also known as: Mobile Home Setup Specialist, Manufactured Home Installer, HUD-Certified Installer, Modular Building Installer.

Manufactured building and mobile home installers set up and install prefabricated structures. AI absorbs nothing material in the hands-on work; the durable work is the in-person skilled-trade craft, the on-site judgment, and the accountability that AI tools cannot replicate.

Exposure ScoreLow Exposure
9/ 100
Rank: 66 of 67 in Construction & EngineeringCategory avg: 32/100All roles avg: 39/100
This is the role's AI exposure (0 to 100, lower is safer), not your personal AI Career Index (0 to 1000). Get your own score.
Median pay: $45,990 / yr· BLS OEWS, May 2025 · occupational category
Get Your Free Score
Free 10-minute assessment
At a Glance

Manufactured Building and Mobile Home Installers at a glance

A quick read on Manufactured Building and Mobile Home Installers: the AI risk band, where the role sits inside Construction & Engineering, and the headline numbers worth knowing before reading more.

Exposure Score
9/100
Tasks AI can do
17%
Median wage
$45,990
AI Adoption
< 0.1%
Category rank
66of 67
Role Overview

How AI is reshaping Manufactured Building and Mobile Home Installers

Manufactured Building and Mobile Home Installers set up and install manufactured homes, modular buildings, and mobile homes at manufactured-home retailers (Clayton Homes, Cavco Industries, Skyline Champion), specialty installer operations, and modular-construction operations. The credentialed-installer work (HUD-Certified Installer credentialing, state installer licensure) cannot be automated. AI augments scheduling; the on-site installer work remains human. The migration path runs into senior installer, crew foreman, installation supervisor, or specialty pathways (modular-construction specialty, commercial modular-installation).

The work depends on accountability, licensure, complex judgment, or being physically present in ways AI tools cannot match. AI is absorbing the layers around the role, the coordination, the paperwork, the reporting, and that tends to make the role more valuable, not less.

The reading below covers the specific AI exposure rating for Manufactured Building and Mobile Home Installers, the tasks AI can already do today, the authority band the role typically operates at, and a six-month plan tied to where the role actually sits. Same framework used for every role in the index.

Exposure Profile

AI exposure profile for Manufactured Building and Mobile Home Installers

How Manufactured Building and Mobile Home Installers stack up against other roles. How much of the work AI can speed up, how much stays with people, and where the role sits compared to the Construction & Engineering average.

Exposure Score
9OUT OF 100
Ranks 66 of 67 in the Construction & Engineering category, among the most insulated
How this role compares
Manufactured Building and Mobile Home Installers9
Category average32
All roles average39
Where AI reaches this role's tasks
AI can do directly8%(halves the time)
AI with tools4%(with software built on AI)
Stays with people88%(no real speed-up)

Share of this occupation's O*NET tasks where AI can cut the time by at least half. Source: Eloundou et al., "GPTs are GPTs", Science (2024).

Exposure trajectory
Holding steady

Holding steady: research rates only about 10% of this role's work as open to AI speed-up.

Direction from research on AI (Science, 2024) and robots (Anthropic, 2026); 0% of this role's work already shows real AI use (Anthropic Economic Index). The line's shape is illustrative, not a measured year-by-year series.

202420252026 (now)2027
Career Simulator

What moves the score for Manufactured Building and Mobile Home Installers?

This starts from a typical profile for a low exposure role. Drag any of the five dimensions to see how a structural shift would move the AI Career Index, using the exact weighting behind every reading on the site.

The AI Career Index (0 to 1000) measures your personal structural positioning. It is a different measure from this role's AI exposure score (0 to 100) shown above, which rates the role itself.

Career Simulator

Model the impact of structural shifts

A typical starting profile for manufactured building and mobile home installers. Move any dimension to model the impact on the AI Career Index.

AI Career Index
714/1000
Tier
AI Competitive Professional
Authority band: Strategic
01000
Strategic Clarity· 25%72Advanced
AI Adaptability· 20%70Advanced
Income Leverage· 20%68Transitional
Skill Resilience· 20%74Advanced
Market Alignment· 15%73Advanced
This is a model. Run the real reading to simulate on your own scores.Run my real reading

This simulator applies the same dimension weighting used in your structural reading to estimate directional movement. It does not alter any stored assessment. Actual outcomes depend on implementation quality, sequencing, and market conditions.

Open the full Career Simulator to model all five dimensions from scratch, or see how the score is built in the structural framework.

Key Takeaways

Quick read on Manufactured Building and Mobile Home Installers

The short version on Manufactured Building and Mobile Home Installers: AI exposure, how much of the role AI can already do, what stays valuable, and the move worth making in the next six months. A quick summary before the deeper read.

Real-world signal

How AI is being used by Manufactured Building and Mobile Home Installers today

Two figures for Manufactured Building and Mobile Home Installers that sit outside our scoring framework. The adoption figure shows how much of the day-to-day work done by Manufactured Building and Mobile Home Installers is already being absorbed by AI tools in the wild. The economic impact figure gives the macro stakes attached to the role at a national level.

AI adoption among Manufactured Building and Mobile Home Installers
< 0.1%
(None observed)

Share of the work done by Manufactured Building and Mobile Home Installers already showing real-world AI usage today, sourced from the Anthropic Economic Index (MIT licence). A 0% reading means the dataset observed no measurable usage for this occupation in its sample, not that AI cannot apply to the role.

Economic impact
$138.9M

Total US economic value generated by Manufactured Building and Mobile Home Installers: median annual wage multiplied by total US employment, both from BLS OEWS.

24-Month Trajectory

Where Manufactured Building and Mobile Home Installers are heading by 2028

Where Manufactured Building and Mobile Home Installers sit today and where the role is heading over the next two years. We don't predict an exact future score. The direction is what the data already shows. If you're in this role or considering it, this is the direction worth planning around.

Today
9/100
Low Exposure
→ ↑
Appreciating
In 24 months · By 2028
Holds and gains value
AI takes care of routine work around this role. The core skills stay in demand and tend to get more valuable, not less.
Category outlook

Over the next two years, the outlook for Manufactured Building and Mobile Home Installers is stable to positive. AI handles more of the drafting and routine analysis, but the core of the role stays in demand: licensed engineering decisions, on-site judgment, and regulatory coordination. Manufactured Building and Mobile Home Installers who use AI as a productivity multiplier are pulling ahead of those who don't.

What AI Can Do

What AI can and can't do for Manufactured Building and Mobile Home Installers

The work AI can take over today versus the work it cannot. Where Manufactured Building and Mobile Home Installers spend their time on this split largely decides whether the role grows or shrinks over the next two years.

Deprioritise

Stop investing in these

  • BIM model production and clash detection
  • Templated permit application drafting
  • Routine drafting and detail production
  • Standard structural calculations from templates
Stays human

Structurally insulated

  • Complex stakeholder coordination across trades
  • Crisis decisions during construction incidents
  • On-site judgment under unforeseen conditions
  • Specialist judgment in non-standard structures
AI Tools

AI tools currently affecting Manufactured Building and Mobile Home Installers

The tools actually reshaping Manufactured Building and Mobile Home Installers work in 2026. Each one takes over a slice of the routine work; staying valuable means owning the work that sits above them.

Autodesk AI
Generative design and predictive insights across BIM workflows.
OpenSpace
Computer-vision site capture and progress tracking.
Doxel
AI for construction productivity, schedule risk, and cost forecasting.
Trimble
AI-assisted surveying, modelling, and field management.
Procore AI
Construction project management with AI for drawings and submittals.
ChatGPT
Spec drafting, RFI generation, and compliance research.

Tool list is editorial, not exhaustive. Listing does not imply endorsement. Updated Methodology v3 · 2026.

Structural Reading

Where Manufactured Building and Mobile Home Installers sit structurally

Where AI is hitting the work, where it cannot reach, where Manufactured Building and Mobile Home Installers are heading over the next two years, and what stays durable. The cards below address each question; the per-role reading underneath them grounds the answers in this role's actual tasks and knowledge layers.

Will AI Replace

Will AI Replace Manufactured Building and Mobile Home Installers?

AI will not replace Manufactured Building and Mobile Home Installers where the work involves licensure-bearing engineering decisions, on-site judgment, or accountability for physical outcomes. AI is augmenting the design, drafting, and analysis layers of this work substantially, which compresses the time required but does not remove the role. The career risk is concentrated in Manufactured Building and Mobile Home Installers whose work was primarily drafting or routine analysis.

Automation Risk

Automation Risk for Manufactured Building and Mobile Home Installers

Manufactured Building and Mobile Home Installers face moderate automation risk on the drafting, analysis, and routine planning layers of the role. Computational design tooling, BIM workflows, and AI-assisted analysis are absorbing this work at speed. The risk is much lower for Manufactured Building and Mobile Home Installers who own licensure-bearing decisions, complex on-site judgment, or stakeholder coordination across construction teams. Regulatory friction in this category is one of the strongest structural insulators in any profession.

Career Outlook

AI Career Outlook for Manufactured Building and Mobile Home Installers

Over the next two years, the outlook for Manufactured Building and Mobile Home Installers is stable to positive. AI handles more of the drafting and routine analysis, but the core of the role stays in demand: licensed engineering decisions, on-site judgment, and regulatory coordination. Manufactured Building and Mobile Home Installers who use AI as a productivity multiplier are pulling ahead of those who don't.

Stay Relevant

How Manufactured Building and Mobile Home Installers Stay Relevant

Manufactured Building and Mobile Home Installers stay relevant by absorbing AI design and analysis tooling as productivity multipliers while maintaining the licensure-bearing and judgment-bearing core of the role. Build domain depth in the regulatory environment that protects the profession. Take ownership of complex projects where on-site judgment and stakeholder coordination matter.

Inside the Work

A typical week as a Manufactured Building and Mobile Home Installer

What the work looks like in practice: meetings, deliverables, tools, and the decisions that get escalated. Useful context for anyone weighing this role against the AI-exposure reading above.

Week-in-the-life
Authored by editorial · Manufactured Building and Mobile Home Installer
MonTueWedThuFri

A typical week for a manufactured-building/mobile-home installer runs at manufactured-home retailers, specialty installer operations, or modular-construction operations on standard work hours (with seasonal variation). Most days involve site preparation work, foundation work (piers, runner systems), unit-delivery and setup work, anchor and tie-down installation, utility hookup work (electrical, plumbing, gas under credentialed work), HUD-compliance work, and the credentialed-installer work (HUD-Certified Installer credentialing).

Compression and Durability

Where Manufactured Building and Mobile Home Installers compress, and where they hold

A role-specific reading grounded in Manufactured Building and Mobile Home Installers's actual O*NET tasks and knowledge layers. The paragraph below is the structural reading; the two columns name the specific layers where compression is hitting and where the work holds.

Structural reading

Manufactured Building and Mobile Home Installers occupy one of the structurally insulated positions in construction & engineering. The work depends on building and construction, a layer AI tooling cannot own at scale. Production tasks like seal open sides of modular units to prepare them for shipment get faster, but the human bearing the call still has to be there.

Where compression is hitting
  • Seal open sides of modular units to prepare them for shipment is augmented rather than absorbed by AI; the work runs faster but the human still has to be in the room.
  • Connect water hoses to inlet pipes of plumbing systems gets accelerated by AI tooling, which gives manufactured building and mobile home installers more time for the judgment-heavy parts of the role.
  • Remove damaged exterior panels is where AI shows up day-to-day, but the accountability and decision-making sit with the human.
Where the role holds
  • Building and Construction is the layer where accountability lands. AI augments around it but cannot bear the decision.
  • Public Safety and Security requires judgment under conditions where exposed to hazardous equipment matters, work AI tooling cannot own at scale.
  • Customer and Personal Service is the human-bearing layer; even when AI accelerates the surrounding production, this is where the call gets made.
Salary & Occupation Data

Salary and occupational data for Manufactured Building and Mobile Home Installers

Median annual wage, common task statements, and alternate titles drawn from O*NET 30.2 (USDOL/ETA, CC BY 4.0) · Wages: BLS OEWS May 2025. BLS reports median wages at the occupational category level, so manufactured building and mobile home installers and related roles that map to the same category share the same source wage. The descriptive occupational data below sits alongside the structural reading; the AI exposure score above is independent of it.

Occupation Snapshot · Manufactured Building and Mobile Home Installers
O*NET-SOC 49-9095.00
Median annual wage
$45,990
BLS OEWS · May 2025
Junior
$35,800
Senior
$51,970
Common task statements (O*NET)
  • Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers.
  • Move and set up mobile homes or prefabricated buildings on owners' lots or at mobile home parks.
  • Inspect, examine, and test the operation of parts or systems to evaluate operating condition and to determine if repairs are needed.
  • Connect water hoses to inlet pipes of plumbing systems, and test operation of plumbing fixtures.
  • Remove damaged exterior panels, repair and replace structural frame members, and seal leaks, using hand tools.
Knowledge domains (O*NET importance, 1–5)
  • Building and Construction4.4
  • Public Safety and Security4.2
  • Customer and Personal Service4.0
  • Design3.8
  • Transportation3.7
Work context (importance, 1–5)
  • Exposed to Hazardous Equipment4.9
  • Spend Time Standing4.8
  • Spend Time Kneeling, Crouching, Stooping, or Crawling4.7
  • Spend Time Bending or Twisting Your Body4.7
  • Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable4.5
Preparation level
Job Zone 2· Some preparation
Tools and equipment (O*NET)
Beam type torque wrenchesCarpenters' levelsCaulking gunsClaw hammersCome-along hand winchesCordless nail gunsDigital ohmmetersDigital pressure gauges
Source: O*NET 30.2 (USDOL/ETA, CC BY 4.0) · Wages: BLS OEWS May 2025 · Descriptive occupational data; the AI exposure reading is independent.
Reviewed by AI Career Index Research · Methodology v3 · 2026 ·Read the methodology →
Common Feeders

Roles commonly transitioning into Manufactured Building and Mobile Home Installers.

These construction & engineering roles are under more pressure than Manufactured Building and Mobile Home Installers, and people often path out of them into a seat like yours. If you work in one of these today, Manufactured Building and Mobile Home Installers is the kind of role most worth moving toward.

67/100 · High risk
Architectural and Civil Drafters
Drafting or junior engineering role. Standard path forward is into the licensed and signed-off work.
Read AI risk for Architectural and Civil Drafters
70/100 · High risk
Electrical and Electronics Drafters
Drafting or junior engineering role. Standard path forward is into the licensed and signed-off work.
Read AI risk for Electrical and Electronics Drafters
67/100 · High risk
Other Drafting Roles
Drafting or junior engineering role. Standard path forward is into the licensed and signed-off work.
Read AI risk for Other Drafting Roles
6-Month Action Plan

Six concrete moves for Manufactured Building and Mobile Home Installers over the next six months

Manufactured Building and Mobile Home Installers are structurally insulated within construction & engineering, but the coordination layer around the role is being absorbed by AI tooling. The six moves below help you reclaim hours from that layer and reinvest them in the licensed and judgment-heavy work that compounds. Each move is one month, with a week-by-week sprint inside. The downloadable PDF adds end-of-month reflection prompts in a print-friendly format.

Go deeper

Take the plan with you

The downloadable PDF gives you the full plan in a print-friendly format you can keep at your desk and check against month by month. Take the AI Career Assessment to get a plan tailored to your specific situation.

FAQ

Common questions about Manufactured Building and Mobile Home Installers and AI

The reading above answers the headline question. These FAQs cover the follow-up questions Manufactured Building and Mobile Home Installers typically ask: wage benchmarks, the tasks most at risk, the skills that stay valuable, and the six-month plan for this role.

Further Reading

Articles relevant to Manufactured Building and Mobile Home Installers

Hand-picked AI Career Index articles on the shifts affecting Manufactured Building and Mobile Home Installers and nearby roles. Useful next reads for the broader context behind the reading on this page.

Testimonials

What Professionals Are Saying

All testimonials →

"My training budget is always questioned, because leaders ask whether it actually changes anything. This gave me a solid answer. Training that strengthens a specific skill shows up as real career progress over the next year or so. I finally have numbers to back the case."

Julia Novak
Learning and Development Director · Prague, Czech Republic

"The assessment made it clear straight away where my real problem was. I thought I needed to get better at my job. It showed me the issue was how I was being paid and positioned, not my ability."

Sarah Mitchell
Marketing Director · London, UK

"It completely changed how I think about growing my career. I had been aiming at the wrong part of the market entirely, and it showed me where to aim instead."

Daniel Koen
Strategy Consultant · Cape Town, South Africa

Measure Your Position with AI Career Index

Take the AI Career Snapshot to see your structural leverage, automation exposure, and growth trajectory with AI Career Index.