Helpers--Carpenters vs Paving, Surfacing, and Tamping Equipment Operators AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Helpers--Carpenters

46 shared · 20 different

core competencies

low risk

Paving, Surfacing, and Tamping Equipment Operators

Side-by-Side Comparison

Paving, Surfacing, and Tamping Equipment Operators leads 5–0

Metric	Helpers--Carpenters	Paving, Surfacing, and Tamping Equipment Operators
Risk Score	23.8%	18.1%
Risk Tier	Low Risk	Low Risk
Risk Percentile	16th	4th
Tasks at Risk (>50%)	5 / 15	0 / 15
Median Salary	$41,600	$51,650
Employment	25K	46K

Skill Comparison

Sorted by largest difference

Building and Construction

Performing for or Working Directly with the Public

Controlling Machines and Processes

Mechanical

MathematicsAI-Vulnerable

English Language

Operating Vehicles, Mechanized Devices, or Equipment

Operation and Control

Design

Estimating the Quantifiable Characteristics of Products, Events, or Information

Organizing, Planning, and Prioritizing Work

Customer and Personal Service

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Carpenters

29%

total discount

Paving, Surfacing, and Tamping Equipment Operators

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Carpenters

5 of 15 at risk

63%Hold plumb bobs, sighting rods, or other equipment to aid in establishing reference points and lines.

57%Cut timbers, lumber, or paneling to specified dimensions.

57%Smooth or sand surfaces to remove ridges, tool marks, glue, or caulking.

53%Glue and clamp edges or joints of assembled parts.

51%Perform tie spacing layout and measure, mark, drill or cut.

Paving, Surfacing, and Tamping Equipment Operators

0 of 15 at risk

45%Light burners or start heating units of machines, and regulate screed temperatures and asphalt flow rates.

41%Start machine, engage clutch, and push and move levers to guide machine along forms or guidelines and to control the operation of machine attachments.

39%Observe distribution of paving material to adjust machine settings or material flow, and indicate low spots for workers to add material.

39%Fill tanks, hoppers, or machines with paving materials.

37%Shovel blacktop.

Wage Comparison

Paving, Surfacing, and Tamping Equipment Operators earns +$10,050(+24%) vs Helpers--Carpenters

Helpers--CarpentersPaving, Surfacing, and Tamping Equipment Operators

10th

$31,540$38,030

25th

$35,870$44,740

Median

$41,600$51,650

75th

$46,780$66,060

90th

$52,380$90,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Carpenters2028–2035

Paving, Surfacing, and Tamping Equipment Operators2028–2035

20242030203520402045

Paving, Surfacing, and Tamping Equipment Operators has a longer runway before significant displacement, projected 0 years later than Helpers--Carpenters.

Risk-Adjusted Salary

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

Helpers--Carpenters

$31,687

from $41,600

Paving, Surfacing, and Tamping Equipment Operators

$42,301

from $51,650

After adjusting for AI risk, Paving, Surfacing, and Tamping Equipment Operators offers $10,615 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Helpers--Carpenters

Unique to Paving,

Combined Protection Strategy

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

Creativity

Regulatory Barriers

Fine Manipulation

Social Intelligence

Helpers--CarpentersPaving, Surfacing, and Tamping Equipment Operators

Find transitions from Helpers--Carpenters Find transitions from Paving, Surfacing, and Tamping Equipment Operators