Takeover Tracker
34%medium risk
Recycling and Reclamation Workers
vs

60 shared · 9 different

core competencies

18%low risk
Construction Laborers

Side-by-Side Comparison

MetricRecycling and Reclamation WorkersConstruction Laborers
Risk Score34.2%17.8%
Risk TierMedium RiskLow Risk
Risk Percentile63th4th
Tasks at Risk (>50%)5 / 153 / 15
Median Salary$38,820$46,730
Employment277K1.1M

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

Recycling and Reclamation Workers

25%

total discount

Construction Laborers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Construction Laborers earns +$7,910(+20%) vs Recycling and Reclamation Workers
Recycling and Reclamation WorkersConstruction Laborers
10th
$30,370$34,200
25th
$35,080$38,100
Median
$38,820$46,730
75th
$47,550$58,910
90th
$59,600$77,530

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Recycling and Reclamation Workers2028–2035
Construction Laborers2028–2035
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%)

Recycling and Reclamation Workers

$25,559

from $38,820

Construction Laborers

$38,412

from $46,730

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 Recycling

0

Unique to Construction

Combined Protection Strategy

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

Creativity
Fine Manipulation
Regulatory Barriers
Social Intelligence
Recycling and Reclamation WorkersConstruction Laborers
Find transitions from Recycling and Reclamation WorkersFind transitions from Construction Laborers