Tool Grinders, Filers, and Sharpeners vs Molding and Casting Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Tool Grinders, Filers, and Sharpeners

54 shared · 8 different

core competencies

medium risk

Molding and Casting Workers

Side-by-Side Comparison

Molding and Casting Workers leads 3–1

Metric	Tool Grinders, Filers, and Sharpeners	Molding and Casting Workers
Risk Score	38.5%	37.0%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	77th	72th
Tasks at Risk (>50%)	8 / 15	8 / 15
Median Salary	$48,970	$45,690
Employment	6K	35K

Skill Comparison

Sorted by largest difference

Controlling Machines and Processes

MathematicsAI-Vulnerable

Mechanical

Repairing and Maintaining Mechanical Equipment

Operation and Control

Equipment MaintenanceAI-Resistant

Near Vision

Control Precision

Protective Factors

Higher values indicate stronger protection against AI displacement

Tool Grinders, Filers, and Sharpeners

27%

total discount

Molding and Casting Workers

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 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 -$3,280(-7%) vs Tool Grinders, Filers, and Sharpeners

Tool Grinders, Filers, and SharpenersMolding and Casting Workers

10th

$33,770$34,950

25th

$39,520$38,500

Median

$48,970$45,690

75th

$60,210$51,340

90th

$74,120$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Tool Grinders, Filers, and Sharpeners2028–2035

Molding and Casting Workers2028–2035

20242030203520402045

Molding and Casting Workers 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 and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Tool Grinders, Filers, and Sharpeners offers $1,289 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Tool

Unique to Molding

Combined Protection Strategy

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

Creativity

Fine Manipulation

Decision Complexity

Regulatory Barriers

Tool Grinders, Filers, and SharpenersMolding and Casting Workers

Find transitions from Tool Grinders, Filers, and Sharpeners Find transitions from Molding and Casting Workers