Manufactured Building and Mobile Home Installers vs Helpers--Extraction Workers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Manufactured Building and Mobile Home Installers

68 shared · 48 different

core competencies

medium risk

Helpers--Extraction Workers

Side-by-Side Comparison

Manufactured Building and Mobile Home Installers leads 4–1

Metric	Manufactured Building and Mobile Home Installers	Helpers--Extraction Workers
Risk Score	15.9%	27.9%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	2th	29th
Tasks at Risk (>50%)	1 / 14	3 / 14
Median Salary	$41,080	$48,400
Employment	3K	7K

Skill Comparison

Sorted by largest difference

Performing for or Working Directly with the Public

Building and Construction

Guiding, Directing, and Motivating Subordinates

Performing Administrative Activities

Scheduling Work and Activities

Coordinating the Work and Activities of Others

Staffing Organizational Units

Public Safety and Security

Communicating with Persons Outside Organization

Organizing, Planning, and Prioritizing Work

Developing and Building Teams

Customer and Personal Service

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufactured Building and Mobile Home Installers

36%

total discount

Helpers--Extraction Workers

30%

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--Extraction Workers

3 of 14 at risk

77%Observe and monitor equipment operation during the extraction process to detect any problems.

69%Collect and examine geological matter, using hand tools and testing devices.

53%Drive moving equipment to transport materials and parts to excavation sites.

49%Dig trenches.

45%Signal workers to start geological material extraction or boring.

Wage Comparison

Helpers--Extraction Workers earns +$7,320(+18%) vs Manufactured Building and Mobile Home Installers

Manufactured Building and Mobile Home InstallersHelpers--Extraction Workers

10th

$30,280$35,770

25th

$35,290$39,980

Median

$41,080$48,400

75th

$48,410$57,560

90th

$57,190$68,240

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Manufactured Building and Mobile Home Installers2028–2035

Helpers--Extraction Workers2028–2035

20242030203520402045

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

Risk-Adjusted Salary

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

Manufactured Building and Mobile Home Installers

$34,536

from $41,080

Helpers--Extraction Workers

$34,872

from $48,400

After adjusting for AI risk, Helpers--Extraction Workers offers $336 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Manufactured

Unique to Helpers--Extraction

Combined Protection Strategy

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

Creativity

Regulatory Barriers

Social Intelligence

Fine Manipulation

Manufactured Building and Mobile Home InstallersHelpers--Extraction Workers

Find transitions from Manufactured Building and Mobile Home Installers Find transitions from Helpers--Extraction Workers