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

Job 1

Job 2

Job 1

Job 2

medium risk

Helpers--Extraction Workers

55 shared · 34 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--Extraction Workers	Paving, Surfacing, and Tamping Equipment Operators
Risk Score	27.9%	18.1%
Risk Tier	Medium Risk	Low Risk
Risk Percentile	29th	4th
Tasks at Risk (>50%)	3 / 14	0 / 15
Median Salary	$48,400	$51,650
Employment	7K	46K

Skill Comparison

Sorted by largest difference

Monitoring and Controlling Resources

Developing Objectives and Strategies

Repairing and Maintaining Mechanical Equipment

Documenting/Recording Information

Assisting and Caring for Others

Interpreting the Meaning of Information for Others

Handling and Moving Objects

Developing and Building Teams

Repairing and Maintaining Electronic Equipment

Evaluating Information to Determine Compliance with Standards

Resolving Conflicts and Negotiating with Others

Coaching and Developing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Extraction Workers

30%

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--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.

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 +$3,250(+7%) vs Helpers--Extraction Workers

Helpers--Extraction WorkersPaving, Surfacing, and Tamping Equipment Operators

10th

$35,770$38,030

25th

$39,980$44,740

Median

$48,400$51,650

75th

$57,560$66,060

90th

$68,240$90,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Extraction Workers2028–2035

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--Extraction Workers.

Risk-Adjusted Salary

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

Helpers--Extraction Workers

$34,872

from $48,400

Paving, Surfacing, and Tamping Equipment Operators

$42,301

from $51,650

After adjusting for AI risk, Paving, Surfacing, and Tamping Equipment Operators offers $7,429 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Helpers--Extraction

Unique to Paving,

Combined Protection Strategy

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

Fine Manipulation

Creativity

Social Intelligence

Decision Complexity

Helpers--Extraction WorkersPaving, Surfacing, and Tamping Equipment Operators

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