Coil Winders, Tapers, and Finishers vs Grinding and Polishing Workers, Hand AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Coil Winders, Tapers, and Finishers

38 shared · 12 different

core competencies

medium risk

Grinding and Polishing Workers, Hand

Side-by-Side Comparison

Grinding and Polishing Workers, Hand leads 3–2

Metric	Coil Winders, Tapers, and Finishers	Grinding and Polishing Workers, Hand
Risk Score	39.7%	37.8%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	79th	75th
Tasks at Risk (>50%)	4 / 11	6 / 15
Median Salary	$47,260	$41,690
Employment	12K	12K

Skill Comparison

Sorted by largest difference

Administration and Management

Controlling Machines and Processes

Design

English Language

Education and Training

Computers and Electronics

MathematicsAI-Vulnerable

Mechanical

Quality Control Analysis

Inspecting Equipment, Structures, or Material

Performing General Physical Activities

Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Coil Winders, Tapers, and Finishers

25%

total discount

Grinding and Polishing Workers, Hand

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Coil Winders, Tapers, and Finishers

4 of 11 at risk

88%Record production and operational data on specified forms.

86%Review work orders and specifications to determine materials needed and types of parts to be processed.

76%Examine and test wired electrical components such as motors, armatures, and stators, using measuring devices, and record test results.

51%Operate or tend wire-coiling machines to wind wire coils used in electrical components such as resistors and transformers, and in electrical equipment and instruments such as bobbins and generators.

49%Select and load materials such as workpieces, objects, and machine parts onto equipment used in coiling processes.

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.

Wage Comparison

Grinding and Polishing Workers, Hand earns -$5,570(-12%) vs Coil Winders, Tapers, and Finishers

Coil Winders, Tapers, and FinishersGrinding and Polishing Workers, Hand

10th

$35,180$32,120

25th

$39,380$36,660

Median

$47,260$41,690

75th

$57,800$48,410

90th

$62,790$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Coil Winders, Tapers, and Finishers2028–2035

Grinding and Polishing Workers, Hand2028–2035

20242030203520402045

Grinding and Polishing Workers, Hand has a longer runway before significant displacement, projected 0 years later than Coil Winders, Tapers, and Finishers.

Risk-Adjusted Salary

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

Coil Winders, Tapers, and Finishers

$28,503

from $47,260

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Coil Winders, Tapers, and Finishers offers $2,588 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Coil

Unique to Grinding

Combined Protection Strategy

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

Creativity

Regulatory Barriers

Fine Manipulation

Decision Complexity

Coil Winders, Tapers, and FinishersGrinding and Polishing Workers, Hand

Find transitions from Coil Winders, Tapers, and Finishers Find transitions from Grinding and Polishing Workers, Hand