Takeover Tracker
40%medium risk
Helpers--Production Workers
vs

48 shared · 1 different

core competencies

37%medium risk
Molding and Casting Workers

Side-by-Side Comparison

MetricHelpers--Production WorkersMolding and Casting Workers
Risk Score39.5%37.0%
Risk TierMedium RiskMedium Risk
Risk Percentile79th72th
Tasks at Risk (>50%)11 / 158 / 15
Median Salary$38,220$45,690
Employment167K35K

Skill Comparison

|

Sorted by largest difference

Complex Problem SolvingAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Production Workers

23%

total discount

Molding and Casting Workers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Production Workers

11 of 15 at risk
86%Count finished products to determine if product orders are complete.
86%Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications.
86%Mark or tag identification on parts.
86%Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.
67%Examine products to verify conformance to quality standards.

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 +$7,470(+20%) vs Helpers--Production Workers
Helpers--Production WorkersMolding and Casting Workers
10th
$30,060$34,950
25th
$34,390$38,500
Median
$38,220$45,690
75th
$44,980$51,340
90th
$52,120$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Production Workers2028–2035
Molding and Casting Workers2028–2035
20242030203520402045

Molding and Casting Workers has a longer runway before significant displacement, projected 0 years later than Helpers--Production Workers.

Risk-Adjusted Salary

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

Helpers--Production Workers

$23,119

from $38,220

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Molding and Casting Workers offers $5,688 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Helpers--Production

0

Unique to Molding

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Regulatory Barriers
Helpers--Production WorkersMolding and Casting Workers
Find transitions from Helpers--Production WorkersFind transitions from Molding and Casting Workers