Takeover Tracker

Side-by-Side Comparison

MetricTool Grinders, Filers, and SharpenersMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score38.5%33.3%
Risk TierMedium RiskMedium Risk
Risk Percentile77th58th
Tasks at Risk (>50%)8 / 158 / 15
Median Salary$48,970$41,230
Employment6K155K

Skill Comparison

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Sorted by largest difference

Near Vision
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Tool Grinders, Filers, and Sharpeners

27%

total discount

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Tool Grinders, Filers, and Sharpeners

8 of 15 at risk
84%Study blueprints or layouts of metal workpieces to determine grinding procedures, and to plan machine setups and operational sequences.
78%Compute numbers, widths, and angles of cutting tools, micrometers, scales, and gauges, and adjust tools to produce specified cuts.
76%Inspect dies to detect defects, assess wear, and verify specifications, using micrometers, steel gauge pins, and loupes.
61%Monitor machine operations to determine whether adjustments are necessary, stopping machines when problems occur.
59%Remove finished workpieces from machines and place them in boxes or on racks, setting aside pieces that are defective.

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

8 of 15 at risk
86%Observe meters and gauges to verify and record temperatures, pressures, and press-cycle times.
71%Read specifications, blueprints, and work orders to determine setups, temperatures, and time settings required to mold, form, or cast plastic materials, as well as to plan production sequences.
65%Measure and visually inspect products for surface and dimension defects to ensure conformance to specifications, using precision measuring instruments.
63%Observe continuous operation of automatic machines to ensure that products meet specifications and to detect jams or malfunctions, making adjustments as necessary.
61%Turn valves and dials of machines to regulate pressure, temperature, and speed and feed rates, and to set cycle times.

Wage Comparison

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic earns -$7,740(-16%) vs Tool Grinders, Filers, and Sharpeners
Tool Grinders, Filers, and SharpenersMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$33,770$31,990
25th
$39,520$36,290
Median
$48,970$41,230
75th
$60,210$49,100
90th
$74,120$60,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Tool Grinders, Filers, and Sharpeners20282035
Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic20282035
20242030203520402045

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Tool Grinders, Filers, and Sharpeners.

Risk-Adjusted Salary

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

Tool Grinders, Filers, and Sharpeners

$30,097

from $48,970

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

$27,500

from $41,230

After adjusting for AI risk, Tool Grinders, Filers, and Sharpeners offers $2,597 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Tool

0

Unique to Molding,

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
Tool Grinders, Filers, and SharpenersMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic