Low AI Risk Average

Manufactured building and mobile home installers

SOC Code: 49-9095

Manufactured building and mobile home installers carries a 11% AI exposure score (Low automation risk), with a median annual wage of $41,080 and +5.9% projected employment growth from 2024 to 2034 (BLS), affecting approximately 3,100 workers. Full task breakdown, skills, and employer data are below.

AI Exposure Score
11% Low
Low exposure

Proportion of tasks susceptible to AI automation (O*NET analysis)

Projected Growth
+5.9%
Above typical growth
2024–2034 (BLS)
+200 jobs
Median Annual Wage
$41,080
Below typical pay
BLS May 2024
How wage figures are sourced →
The verdict

At 11% AI exposure, Manufactured building and mobile home installers sits 26 points below the 37.2% average across 832 U.S. occupations - more exposed than 0% of them. It ranks among the more AI-resilient roles in the dataset.

11%
AI exposure
0th
percentile
+5.9%
Job growth 2024–34
$41,080
Median wage
C+

Career outlook score

64/100

Manufactured building and mobile home installers, weighted across 3 of 3 tracked dimensions

A weighted composite of median wage, projected growth, and AI-automation security (inverted exposure), each benchmarked against every other tracked occupation. It describes this occupation's standing across those three dimensions, not a guarantee of future outcomes.

  • Median wage F $41,080

    Annual median wage, percentile rank vs all tracked occupations

  • Projected growth A- +5.9%

    Projected employment change, 2024-2034, BLS Employment Projections

  • AI exposure (inverted) A+ 11% exposure

    Lower O*NET task-automability scores lower risk; this dimension scores security, not exposure

Employment vs AI exposure

Home health and personal care aides is #1 of 832 occupations by employment (4.3M, AI exposure rank #392 at 35%) vs. Bookkeeping, accounting, and auditing clerks #1 by AI task exposure (95%, employment rank #17 at 1.6M).

4.3M
Home health and personal care aides employment (#1)
#392
Home health and personal care aides AI rank
95%
Bookkeeping, accounting, and auditing clerks AI exposure (#1)
#17
Bookkeeping, accounting, and auditing clerks employment rank

Automation-risk inventory

Exclusive cut of 832 occupations by PlainWorkforce automation-risk band. Orthogonal to the continuous AI-exposure distribution chart below and to this occupation's single risk badge, this is the corpus band mix, with Manufactured building and mobile home installers in the Low band.

Credential × growth standing

Open entry with non-declining BLS pace

Manufactured building and mobile home installers keeps an HS / some college bar (333 of 832) and sits in Average (378 of 832). Lower formal gates with a non-shrinking employment line - skill and AI desks matter more than credentials here.

Where Manufactured building and mobile home installers sits among all occupations

AI-exposure score distribution across 832 U.S. occupations (O*NET task analysis). This occupation is marked in rose.

Where Manufactured building and mobile home installers sits by AI exposure

AI-exposure score distribution across U.S. occupations (O*NET task analysis)

11% Among the lowest lower than 99%+ of 832 occupations

Occupations, banded by AI-exposure score

Each bar is a band; taller bars hold more occupations. The dashed line + filled bar mark this entry. Hover or tap any bar for its full count and share, and where it sits relative to this entry.

Source O*NET task data (U.S. Department of Labor) · BLS 2024–2034

Source: O*NET task data (U.S. Department of Labor); AI-exposure scores are PlainWorkforce's analysis. As of BLS 2024–2034.

Manufactured building and mobile home installers vs. its occupational neighbors

AI exposure (horizontal) vs projected 2024–2034 growth (vertical) for occupations in the same SOC group. Manufactured building and mobile home installers is marked in rose; the top-left corner is the most future-proof.

Future-proofGrowing but exposedStable, lower-AIMost at risk9.3%18.7%28.0%37.4%46.7%-5.2%0.4%6.0%11.5%17.1%AI exposure (%) →Projected growth (%) →Manufactured buildin, AI exposure (%) →: 11% · Projected growth (%) →: 5.9%Manufactured buildinMaintenance, AI exposure (%) →: 20% · Projected growth (%) →: 3.8%MaintenanceAutomotive service t, AI exposure (%) →: 23% · Projected growth (%) →: 4.2%Automotive service tFirst-line superviso, AI exposure (%) →: 45% · Projected growth (%) →: 3.1%First-line supervisoIndustrial machinery, AI exposure (%) →: 33% · Projected growth (%) →: 16.1%Industrial machineryHeating, AI exposure (%) →: 26% · Projected growth (%) →: 8.1%HeatingBus, AI exposure (%) →: 23% · Projected growth (%) →: 2.4%BusInstallation, AI exposure (%) →: 33% · Projected growth (%) →: 2.4%InstallationMobile heavy equipme, AI exposure (%) →: 29% · Projected growth (%) →: 5.8%Mobile heavy equipmeAutomotive body, AI exposure (%) →: 21% · Projected growth (%) →: 1.6%Automotive bodyTelecommunications e, AI exposure (%) →: 16% · Projected growth (%) →: -4.2%Telecommunications eAircraft mechanics, AI exposure (%) →: 13% · Projected growth (%) →: 4%Aircraft mechanics

Source: BLS Employment Projections 2024–2034 (growth) and O*NET (AI-exposure analysis by PlainWorkforce).

Employment Projections

3,100
Employment 2024
3,300
Projected 2034
+5.9%
Change (%)
+200
Change (jobs)

Where This Score Comes From

Manufactured building and mobile home installers's Low automation-risk tier is computed from O*NET Database 30.0 task-level analysis, where each documented task the occupation performs is evaluated against current generative AI, robotic process automation, and machine-learning capabilities. A score below 40% reflects tasks anchored in physical dexterity, unstructured environments, or high-touch human interaction that current AI cannot reliably replicate.

The employment, wage, and education figures above come from a second, separate federal source: BLS Employment Projections 2024–2034, matched to the O*NET task data by Standard Occupational Classification (SOC 49-9095) code, with the wage figure cross-validated against the BLS Occupational Employment and Wage Statistics (OEWS) May 2024 survey. BLS figures are presented exactly as published, with no adjustment on our part; the SOC-code match is what lets Manufactured building and mobile home installers be compared directly against every other tracked occupation on the same basis, not just roles that happen to share a job title.

For career planners, this profile should be read alongside the task, skill, and knowledge breakdowns below and the list of employers whose workforce composition includes Manufactured building and mobile home installers. Adjacent occupations shown further down offer lateral moves that preserve industry knowledge while potentially reducing exposure.

Education & Entry Requirements

Typical Education
High school diploma or equivalent
Work Experience
None
On-the-Job Training
Short-term on-the-job training

Top Tasks (O*NET)

  1. 1. Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers.
  2. 2. Move and set up mobile homes or prefabricated buildings on owners' lots or at mobile home parks.
  3. 3. Inspect, examine, and test the operation of parts or systems to evaluate operating condition and to determine if repairs are needed.
  4. 4. Connect water hoses to inlet pipes of plumbing systems, and test operation of plumbing fixtures.
  5. 5. Remove damaged exterior panels, repair and replace structural frame members, and seal leaks, using hand tools.
  6. 6. List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, and diagrams.
  7. 7. Confer with customers or read work orders to determine the nature and extent of damage to units.
  8. 8. 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.
  9. 9. Reset hardware, using chisels, mallets, and screwdrivers.
  10. 10. Repair leaks in plumbing or gas lines, using caulking compounds and plastic or copper pipe.

Key Skills Required

  • Critical Thinking
  • Operation and Control
  • Quality Control Analysis
  • Operations Monitoring
  • Monitoring
  • Coordination
  • Judgment and Decision Making
  • Active Listening
  • Speaking
  • Active Learning

Knowledge Areas

  • Building and Construction
  • Public Safety and Security
  • Customer and Personal Service
  • Design
  • Transportation
  • Engineering and Technology
  • Mathematics
  • Mechanical
  • Law and Government
  • English Language

Frequently Asked Questions

Will AI replace Manufactured building and mobile home installers?

Manufactured building and mobile home installers has an AI exposure score of 11%, indicating a low level of automation risk. The majority of tasks in this role require human judgment, creativity, or physical presence that AI cannot easily replicate.

What is the job outlook for Manufactured building and mobile home installers?

According to BLS Employment Projections 2024-2034, Manufactured building and mobile home installers is projected to grow by 5.9% over the decade. Current employment stands at approximately 3,100 workers.

What skills are needed for Manufactured building and mobile home installers?

Key skills for Manufactured building and mobile home installers include Critical Thinking, Operation and Control, Quality Control Analysis, and others. Typical entry-level education is High school diploma or equivalent.

How much do Manufactured building and mobile home installers earn?

The median annual wage for Manufactured building and mobile home installers is $41,080, according to BLS Occupational Employment and Wage Statistics (May 2024). Actual earnings vary by location, experience, industry, and employer. The BLS publishes detailed wage percentiles by region in its Occupational Employment and Wage Statistics program.

What education is required for Manufactured building and mobile home installers?

The typical entry-level education for Manufactured building and mobile home installers is High school diploma or equivalent. Employers generally expect None of related work experience. On-the-job training typically involves Short-term on-the-job training. Requirements can vary by employer and specialization.

Which companies employ Manufactured building and mobile home installers?

Manufactured building and mobile home installers roles exist across many industries and employers. Workforce composition is estimated from BLS industry-occupation employment distributions matched to SEC-registered public companies.

AI Exposure Rating

0.6
out of 5.0

Low automation risk based on 10 analyzed tasks. Most tasks require human judgment and are resistant to automation.

Nationwide occupations with similar workforce profiles

Two data-derived peer sets for Manufactured building and mobile home installers: AI-exposure neighbors and BLS 2034 growth neighbors (distinct comparison neighborhoods, cross-occupation).

Similar AI exposure score

Nearest O*NET task-automability scores nationwide (11% here).

Similar projected growth (2024–2034)

Nearest BLS employment change rates nationwide (+5.9% here).

Peers are nearest-neighbor matches on published BLS + O*NET metrics among occupations with ≥10,000 workers in 2024; corpus ranks above sort the full tracked set.

What to do with this

Use Manufactured building and mobile home installers' numbers above to compare, not just read in isolation.

AI exposure scores estimate task automatability from O*NET data; they are not a certainty of job loss, and BLS growth projections are estimates, not guarantees.

Data sources: Bureau of Labor Statistics Employment Projections 2024–2034 and O*NET Database 30.0. Employment figures are rounded. Wage data from BLS Occupational Employment Statistics (OES).

Every figure on PlainWorkforce is rendered directly from BLS/O*NET source data, no number is typed in by an editor. See our editorial standards & corrections policy, the methodology behind these figures, or report a data error. Data current as of BLS Employment Projections 2024-2034.

Sources: BLS Employment Projections 2024-2034, O*NET Database 30.0.