Manufactured Building and Mobile Home Installers
Move or install mobile homes or prefabricated buildings.
AI Impact Summary
Manufactured Building and Mobile Home Installers faces low AI displacement risk with a score of 16/100. This occupation has higher AI displacement risk than 2% of all analyzed occupations. Of 14 analyzed tasks, 1 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Manufactured Building and Mobile Home Installers skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Google UX Design Professional Certificate
by Google
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
14 tasks analyzed
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.
List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, and diagrams.
Confer with customers or read work orders to determine the nature and extent of damage to units.
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.
Reset hardware, using chisels, mallets, and screwdrivers.
Connect electrical systems to outside power sources and activate switches to test the operation of appliances and light fixtures.
Repair leaks in plumbing or gas lines, using caulking compounds and plastic or copper pipe.
Locate and repair frayed wiring, broken connections, or incorrect wiring, using ohmmeters, soldering irons, tape, and hand tools.
Open and close doors, windows, and drawers to test their operation, trimming edges to fit, using jackplanes or drawknives.
Refinish wood surfaces on cabinets, doors, moldings, and floors, using power sanders, putty, spray equipment, brushes, paints, or varnishes.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers. | 20Estimated | 41.0% | 10% | |
| Move and set up mobile homes or prefabricated buildings on owners' lots or at mobile home parks. | 5Estimated | 11.0% | 20% | |
| Inspect, examine, and test the operation of parts or systems to evaluate operating condition and to determine if repairs are needed. | 30Estimated | 39.0% | 8% | |
| Connect water hoses to inlet pipes of plumbing systems, and test operation of plumbing fixtures. | 15Estimated | 39.0% | 5% | |
| Remove damaged exterior panels, repair and replace structural frame members, and seal leaks, using hand tools. | 5Estimated | 11.0% | 10% | |
| List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, and diagrams. | 92Estimated | 86.0% | 5% | |
| Confer with customers or read work orders to determine the nature and extent of damage to units. | 40Estimated | 31.0% | 5% | |
| 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. | 5Estimated | 11.0% | 12% | |
| Reset hardware, using chisels, mallets, and screwdrivers. | 10Estimated | 37.0% | 5% | |
| Connect electrical systems to outside power sources and activate switches to test the operation of appliances and light fixtures. | 10Estimated | 37.0% | 4% | |
| Repair leaks in plumbing or gas lines, using caulking compounds and plastic or copper pipe. | 5Estimated | 11.0% | 5% | |
| Locate and repair frayed wiring, broken connections, or incorrect wiring, using ohmmeters, soldering irons, tape, and hand tools. | 5Estimated | 11.0% | 5% | |
| Open and close doors, windows, and drawers to test their operation, trimming edges to fit, using jackplanes or drawknives. | 5Estimated | 11.0% | 4% | |
| Refinish wood surfaces on cabinets, doors, moldings, and floors, using power sanders, putty, spray equipment, brushes, paints, or varnishes. | 20Estimated | 17.0% | 2% |
Protective Factors
Total protective discount: 35.9%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$41,080
per year
Mean Wage
$42,620
per year
Employment
3K
workers
Wage Range
$30,280 - $57,190
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Alternate Career Paths
See all transitionsStructural Iron and Steel Workers
14%Median salary: $62,700
Higher risk than 1% of other occupations
Boilermakers
16%Median salary: $73,340
Higher risk than 2% of other occupations
Explosives Workers, Ordnance Handling Experts, and Blasters
21%Higher risk than 10% of other occupations
Electrical Power-Line Installers and Repairers
22%Median salary: $92,560
Higher risk than 11% of other occupations
Hazardous Materials Removal Workers
22%Median salary: $48,490
Higher risk than 11% of other occupations
Commercial Divers
22%Median salary: $61,130
Higher risk than 12% of other occupations
Rough Carpenters
23%Median salary: $59,310
Higher risk than 15% of other occupations
Sheet Metal Workers
24%Median salary: $60,850
Higher risk than 17% of other occupations
First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers
25%Median salary: $56,170
Higher risk than 20% of other occupations
First-Line Supervisors of Construction Trades and Extraction Workers
26%Median salary: $78,690
Higher risk than 21% of other occupations
Sales Managers
25%Higher risk than 20% of other occupations
Chief Executives
26%Higher risk than 23% of other occupations
General and Operations Managers
28%Higher risk than 29% of other occupations
Marketing Managers
30%Higher risk than 38% of other occupations
Advertising and Promotions Managers
31%Higher risk than 43% of other occupations
Computer and Information Systems Managers
31%Higher risk than 45% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Manufactured Building and Mobile Home Installers professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change