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

41 shared · 71 different

core competencies

23%low risk
Helpers--Roofers

Side-by-Side Comparison

MetricManufactured Building and Mobile Home InstallersHelpers--Roofers
Risk Score15.9%22.8%
Risk TierLow RiskLow Risk
Risk Percentile2th13th
Tasks at Risk (>50%)1 / 140 / 15
Median Salary$41,080$40,590
Employment3K5K

Skill Comparison

|

Sorted by largest difference

Evaluating Information to Determine Compliance with Standards
Operating Vehicles, Mechanized Devices, or Equipment
Handling and Moving Objects
Controlling Machines and Processes
Guiding, Directing, and Motivating Subordinates
Performing General Physical Activities
Developing and Building Teams
Design
Scheduling Work and Activities
Performing for or Working Directly with the Public
Organizing, Planning, and Prioritizing Work
Communicating with Supervisors, Peers, or Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufactured Building and Mobile Home Installers

36%

total discount

Helpers--Roofers

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.

Helpers--Roofers

0 of 15 at risk
39%Sweep and clean roofs to prepare them for the application of new roofing materials.
39%Clean work areas and equipment.
39%Maintain tools and equipment.
39%Unload materials and tools from work trucks, and unroll roofing as directed.
39%Hoist tar and roofing materials to roofs, using ropes and pulleys, or carry materials up ladders.

Wage Comparison

Helpers--Roofers earns -$490(-1%) vs Manufactured Building and Mobile Home Installers
Manufactured Building and Mobile Home InstallersHelpers--Roofers
10th
$30,280$27,780
25th
$35,290$34,800
Median
$41,080$40,590
75th
$48,410$47,570
90th
$57,190$55,310

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Manufactured Building and Mobile Home Installers2028–2035
Helpers--Roofers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Manufactured Building and Mobile Home Installers

$34,536

from $41,080

Helpers--Roofers

$31,356

from $40,590

After adjusting for AI risk, Manufactured Building and Mobile Home Installers offers $3,180 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Manufactured

0

Unique to Helpers--Roofers

Combined Protection Strategy

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

Fine Manipulation
Creativity
Social Intelligence
Decision Complexity
Manufactured Building and Mobile Home InstallersHelpers--Roofers
Find transitions from Manufactured Building and Mobile Home InstallersFind transitions from Helpers--Roofers