Takeover Tracker
16%low risk
Manufactured Building and Mobile Home Installers
vs

67 shared · 48 different

core competencies

23%low risk
Rough Carpenters

Side-by-Side Comparison

MetricManufactured Building and Mobile Home InstallersRough Carpenters
Risk Score15.9%23.4%
Risk TierLow RiskLow Risk
Risk Percentile2th15th
Tasks at Risk (>50%)1 / 144 / 15
Median Salary$41,080$59,310
Employment3K698K

Skill Comparison

|

Sorted by largest difference

Interpreting the Meaning of Information for Others
Evaluating Information to Determine Compliance with Standards
Performing for or Working Directly with the Public
Operating Vehicles, Mechanized Devices, or Equipment
Communicating with Persons Outside Organization
Guiding, Directing, and Motivating Subordinates
Scheduling Work and Activities
Controlling Machines and Processes
Performing Administrative Activities
Transportation
Developing and Building Teams
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufactured Building and Mobile Home Installers

36%

total discount

Rough Carpenters

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Manufactured Building and Mobile Home Installers

1 of 14 at risk
86%List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, and diagrams.
41%Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers.
39%Inspect, examine, and test the operation of parts or systems to evaluate operating condition and to determine if repairs are needed.
39%Connect water hoses to inlet pipes of plumbing systems, and test operation of plumbing fixtures.
37%Reset hardware, using chisels, mallets, and screwdrivers.

Rough Carpenters

4 of 15 at risk
86%Maintain job records and schedule work crew.
84%Study blueprints and diagrams to determine dimensions of structure or form to be constructed.
62%Measure materials or distances, using square, measuring tape, or rule to lay out work.
51%Fabricate parts, using woodworking and metalworking machines.
43%Cut or saw boards, timbers, or plywood to required size, using handsaw, power saw, or woodworking machine.

Wage Comparison

Rough Carpenters earns +$18,230(+44%) vs Manufactured Building and Mobile Home Installers
Manufactured Building and Mobile Home InstallersRough Carpenters
10th
$30,280$38,760
25th
$35,290$47,550
Median
$41,080$59,310
75th
$48,410$75,620
90th
$57,190$98,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Manufactured Building and Mobile Home Installers2028–2035
Rough Carpenters2028–2035
20242030203520402045

Manufactured Building and Mobile Home Installers has a longer runway before significant displacement, projected 0 years later than Rough Carpenters.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Manufactured Building and Mobile Home Installers

$34,536

from $41,080

Rough Carpenters

$45,414

from $59,310

After adjusting for AI risk, Rough Carpenters offers $10,878 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Manufactured

0

Unique to Rough

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity
Fine Manipulation
Regulatory Barriers
Social Intelligence
Manufactured Building and Mobile Home InstallersRough Carpenters
Find transitions from Manufactured Building and Mobile Home InstallersFind transitions from Rough Carpenters