Takeover Tracker
vs

44 shared · 6 different

core competencies

Side-by-Side Comparison

MetricLaborers and Freight, Stock, and Material Movers, HandMolding and Casting Workers
Risk Score45.3%37.0%
Risk TierMedium RiskMedium Risk
Risk Percentile92th72th
Tasks at Risk (>50%)12 / 158 / 15
Median Salary$38,940$45,690
Employment3M35K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Inspecting Equipment, Structures, or Material
Processing Information
Production and Processing
Updating and Using Relevant Knowledge
Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Laborers and Freight, Stock, and Material Movers, Hand

23%

total discount

Molding and Casting Workers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Laborers and Freight, Stock, and Material Movers, Hand

12 of 15 at risk
88%Record numbers of units handled or moved, using daily production sheets or work tickets.
86%Read work orders or receive oral instructions to determine work assignments or material or equipment needs.
85%Check freight, stock, or other materials for damage.
84%Take inventory of freight, stock, or other materials used on site.
61%Move freight, stock, or other materials to and from storage or production areas, loading docks, delivery vehicles, ships, or containers, by hand or using trucks, tractors, or other equipment.

Molding and Casting Workers

8 of 15 at risk
86%Read work orders or examine parts to determine parts or sections of products to be produced.
86%Set the proper operating temperature for each casting.
86%Select sizes and types of molds according to instructions.
61%Engrave or stamp identifying symbols, letters, or numbers on products.
57%Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

Wage Comparison

Molding and Casting Workers earns +$6,750(+17%) vs Laborers and Freight, Stock, and Material Movers, Hand
Laborers and Freight, Stock, and Material Movers, HandMolding and Casting Workers
10th
$30,810$34,950
25th
$35,410$38,500
Median
$38,940$45,690
75th
$46,370$51,340
90th
$53,180$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Laborers and Freight, Stock, and Material Movers, Hand20282035
Molding and Casting Workers20282035
20242030203520402045

Molding and Casting Workers has a longer runway before significant displacement, projected 0 years later than Laborers and Freight, Stock, and Material Movers, Hand.

Risk-Adjusted Salary

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

Laborers and Freight, Stock, and Material Movers, Hand

$21,304

from $38,940

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Molding and Casting Workers offers $7,503 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Laborers

0

Unique to Molding

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Fine Manipulation
Laborers and Freight, Stock, and Material Movers, HandMolding and Casting Workers