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

55 shared · 52 different

core competencies

35%medium risk
Layout Workers, Metal and Plastic

Side-by-Side Comparison

MetricManufactured Building and Mobile Home InstallersLayout Workers, Metal and Plastic
Risk Score15.9%34.8%
Risk TierLow RiskMedium Risk
Risk Percentile2th66th
Tasks at Risk (>50%)1 / 145 / 14
Median Salary$41,080$61,870
Employment3K6K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Performing for or Working Directly with the Public
Guiding, Directing, and Motivating Subordinates
Communicating with Persons Outside Organization
Scheduling Work and Activities
Public Safety and Security
Evaluating Information to Determine Compliance with Standards
Performing Administrative Activities
Coordinating the Work and Activities of Others
Developing and Building Teams
Making Decisions and Solving Problems
Transportation

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufactured Building and Mobile Home Installers

36%

total discount

Layout Workers, Metal and Plastic

28%

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.

Layout Workers, Metal and Plastic

5 of 14 at risk
86%Add dimensional details to blueprints or drawings made by other workers.
84%Plan locations and sequences of cutting, drilling, bending, rolling, punching, and welding operations, using compasses, protractors, dividers, and rules.
84%Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.
63%Inspect machined parts to verify conformance to specifications.
53%Plan and develop layouts from blueprints and templates, applying knowledge of trigonometry, design, effects of heat, and properties of metals.

Wage Comparison

Layout Workers, Metal and Plastic earns +$20,790(+51%) vs Manufactured Building and Mobile Home Installers
Manufactured Building and Mobile Home InstallersLayout Workers, Metal and Plastic
10th
$30,280$40,430
25th
$35,290$51,810
Median
$41,080$61,870
75th
$48,410$76,980
90th
$57,190$93,230

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Manufactured Building and Mobile Home Installers2028–2035
Layout Workers, Metal and Plastic2028–2035
20242030203520402045

Manufactured Building and Mobile Home Installers has a longer runway before significant displacement, projected 0 years later than Layout Workers, Metal and Plastic.

Risk-Adjusted Salary

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

Manufactured Building and Mobile Home Installers

$34,536

from $41,080

Layout Workers, Metal and Plastic

$40,364

from $61,870

After adjusting for AI risk, Layout Workers, Metal and Plastic offers $5,828 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Manufactured

0

Unique to Layout

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Creativity
Fine Manipulation
Manufactured Building and Mobile Home InstallersLayout Workers, Metal and Plastic
Find transitions from Manufactured Building and Mobile Home InstallersFind transitions from Layout Workers, Metal and Plastic