Takeover Tracker
vs

31 shared · 11 different

core competencies

Side-by-Side Comparison

MetricLaborers and Freight, Stock, and Material Movers, HandFoundry Mold and Coremakers
Risk Score45.3%31.5%
Risk TierMedium RiskMedium Risk
Risk Percentile92th48th
Tasks at Risk (>50%)12 / 155 / 13
Median Salary$38,940$45,700
Employment3M13K

Skill Comparison

|

Sorted by largest difference

Training and Teaching Others
Controlling Machines and Processes
Inspecting Equipment, Structures, or Material
Production and Processing
Monitor Processes, Materials, or Surroundings
Operating Vehicles, Mechanized Devices, or Equipment
Manual DexterityAI-Resistant
Processing Information
Establishing and Maintaining Interpersonal Relationships
Performing General Physical Activities
Auditory Attention

Protective Factors

Higher values indicate stronger protection against AI displacement

Laborers and Freight, Stock, and Material Movers, Hand

23%

total discount

Foundry Mold and Coremakers

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.

Foundry Mold and Coremakers

5 of 13 at risk
61%Sprinkle or spray parting agents onto patterns and mold sections to facilitate removal of patterns from molds.
59%Tend machines that bond cope and drag together to form completed shell molds.
53%Cut spouts, runner holes, and sprue holes into molds.
51%Operate ovens or furnaces to bake cores or to melt, skim, and flux metal.
51%Position patterns inside mold sections and clamp sections together.

Wage Comparison

Foundry Mold and Coremakers earns +$6,760(+17%) vs Laborers and Freight, Stock, and Material Movers, Hand
Laborers and Freight, Stock, and Material Movers, HandFoundry Mold and Coremakers
10th
$30,810$36,220
25th
$35,410$39,370
Median
$38,940$45,700
75th
$46,370$51,360
90th
$53,180$61,390

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Laborers and Freight, Stock, and Material Movers, Hand20282035
Foundry Mold and Coremakers20282035
20242030203520402045

Foundry Mold and Coremakers 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

Foundry Mold and Coremakers

$31,300

from $45,700

After adjusting for AI risk, Foundry Mold and Coremakers offers $9,996 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Laborers

0

Unique to Foundry

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Regulatory Barriers
Laborers and Freight, Stock, and Material Movers, HandFoundry Mold and Coremakers