Takeover Tracker
51%high risk
Machine Feeders and Offbearers
vs

41 shared · 4 different

core competencies

37%medium risk
Molding and Casting Workers

Side-by-Side Comparison

MetricMachine Feeders and OffbearersMolding and Casting Workers
Risk Score51.3%37.0%
Risk TierHigh RiskMedium Risk
Risk Percentile98th72th
Tasks at Risk (>50%)11 / 138 / 15
Median Salary$39,700$45,690
Employment47K35K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Organizing, Planning, and Prioritizing Work
Updating and Using Relevant Knowledge
Communicating with Supervisors, Peers, or Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Machine Feeders and Offbearers

22%

total discount

Molding and Casting Workers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Machine Feeders and Offbearers

11 of 13 at risk
87%Record production and operational data, such as amount of materials processed.
87%Weigh or measure materials or products to ensure conformance to specifications.
87%Identify and mark materials, products, and samples, following instructions.
67%Add chemicals, solutions, or ingredients to machines or equipment as required by the manufacturing process.
65%Inspect materials and products for defects, and to ensure conformance to specifications.

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 +$5,990(+15%) vs Machine Feeders and Offbearers
Machine Feeders and OffbearersMolding and Casting Workers
10th
$31,480$34,950
25th
$36,020$38,500
Median
$39,700$45,690
75th
$48,220$51,340
90th
$57,010$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Machine Feeders and Offbearers2028–2035
Molding and Casting Workers2028–2035
20242030203520402045

Molding and Casting Workers has a longer runway before significant displacement, projected 0 years later than Machine Feeders and Offbearers.

Risk-Adjusted Salary

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

Machine Feeders and Offbearers

$19,350

from $39,700

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Molding and Casting Workers offers $9,458 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Machine

0

Unique to Molding

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Social Intelligence
Machine Feeders and OffbearersMolding and Casting Workers
Find transitions from Machine Feeders and OffbearersFind transitions from Molding and Casting Workers