Takeover Tracker
vs

60 shared · 9 different

core competencies

Side-by-Side Comparison

MetricConstruction LaborersRecycling and Reclamation Workers
Risk Score17.8%34.2%
Risk TierLow RiskMedium Risk
Risk Percentile4th63th
Tasks at Risk (>50%)3 / 155 / 15
Median Salary$46,730$38,820
Employment1.1M277K

Skill Comparison

|

Sorted by largest difference

Production and Processing
Performing General Physical Activities
Static Strength
Controlling Machines and Processes
MathematicsAI-Vulnerable
Flexibility of Closure
Updating and Using Relevant Knowledge
Speed of Limb Movement
Dynamic Strength

Protective Factors

Higher values indicate stronger protection against AI displacement

Construction Laborers

26%

total discount

Recycling and Reclamation Workers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Construction Laborers

3 of 15 at risk
71%Measure, mark, or record openings or distances to layout areas where construction work will be performed.
70%Operate or maintain air monitoring or other sampling devices in confined or hazardous environments.
68%Read plans, instructions, or specifications to determine work activities.
49%Tend pumps, compressors, or generators to provide power for tools, machinery, or equipment or to heat or move materials, such as asphalt.
47%Control traffic passing near, in, or around work zones.

Recycling and Reclamation Workers

5 of 15 at risk
85%Record logs of recycled materials or waste chemicals removed from products.
59%Sort materials, such as metals, glass, wood, paper or plastics, into appropriate containers for recycling.
59%Sort metals to separate high-grade metals, such as copper, brass, and aluminum, for recycling.
57%Operate forklifts, pallet jacks, power lifts, or front-end loaders to load bales, bundles, or other heavy items onto trucks for shipping to smelters or other recycled materials processing facilities.
51%Operate processing equipment, such as fiber-sorters and grinders, to sort, crush, or grind recyclable materials.

Wage Comparison

Recycling and Reclamation Workers earns -$7,910(-17%) vs Construction Laborers
Construction LaborersRecycling and Reclamation Workers
10th
$34,200$30,370
25th
$38,100$35,080
Median
$46,730$38,820
75th
$58,910$47,550
90th
$77,530$59,600

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Construction Laborers20282035
Recycling and Reclamation Workers20282035
20242030203520402045

Construction Laborers has a longer runway before significant displacement, projected 0 years later than Recycling and Reclamation Workers.

Risk-Adjusted Salary

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

Construction Laborers

$38,412

from $46,730

Recycling and Reclamation Workers

$25,559

from $38,820

After adjusting for AI risk, Construction Laborers offers $12,853 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Construction

0

Unique to Recycling

Combined Protection Strategy

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

Creativity
Fine Manipulation
Regulatory Barriers
Social Intelligence
Construction LaborersRecycling and Reclamation Workers