Grinding and Polishing Workers, Hand vs Tool Grinders, Filers, and Sharpeners AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Grinding and Polishing Workers, Hand

49 shared · 9 different

core competencies

medium risk

Tool Grinders, Filers, and Sharpeners

Side-by-Side Comparison

Grinding and Polishing Workers, Hand leads 4–1

Metric	Grinding and Polishing Workers, Hand	Tool Grinders, Filers, and Sharpeners
Risk Score	37.8%	38.5%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	75th	77th
Tasks at Risk (>50%)	6 / 15	8 / 15
Median Salary	$41,690	$48,970
Employment	12K	6K

Skill Comparison

Sorted by largest difference

Scheduling Work and Activities

Repairing and Maintaining Mechanical Equipment

Controlling Machines and Processes

Mechanical

MathematicsAI-Vulnerable

Processing Information

Evaluating Information to Determine Compliance with Standards

Operation and Control

Getting Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Grinding and Polishing Workers, Hand

25%

total discount

Tool Grinders, Filers, and Sharpeners

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Grinding and Polishing Workers, Hand

6 of 15 at risk

89%Record product and processing data on specified forms.

85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.

81%Mark defects, such as knotholes, cracks, and splits, for repair.

77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.

77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

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.

Wage Comparison

Tool Grinders, Filers, and Sharpeners earns +$7,280(+17%) vs Grinding and Polishing Workers, Hand

Grinding and Polishing Workers, HandTool Grinders, Filers, and Sharpeners

10th

$32,120$33,770

25th

$36,660$39,520

Median

$41,690$48,970

75th

$48,410$60,210

90th

$57,250$74,120

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Grinding and Polishing Workers, Hand2028–2035

Tool Grinders, Filers, and Sharpeners2028–2035

20242030203520402045

Grinding and Polishing Workers, Hand 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%)

Grinding and Polishing Workers, Hand

$25,915

from $41,690

Tool Grinders, Filers, and Sharpeners

$30,097

from $48,970

After adjusting for AI risk, Tool Grinders, Filers, and Sharpeners offers $4,182 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Grinding

Unique to Tool

Combined Protection Strategy

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

Decision Complexity

Regulatory Barriers

Social Intelligence

Creativity

Grinding and Polishing Workers, HandTool Grinders, Filers, and Sharpeners

Find transitions from Grinding and Polishing Workers, Hand Find transitions from Tool Grinders, Filers, and Sharpeners