Takeover Tracker
45%medium risk
Semiconductor Processors
vs

47 shared · 14 different

core competencies

38%medium risk
Grinding and Polishing Workers, Hand

Side-by-Side Comparison

MetricSemiconductor ProcessorsGrinding and Polishing Workers, Hand
Risk Score44.9%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile91th75th
Tasks at Risk (>50%)13 / 156 / 15
Median Salary$51,180$41,690
Employment32K12K

Skill Comparison

|

Sorted by largest difference

Computers and Electronics
Coordinating the Work and Activities of Others
Organizing, Planning, and Prioritizing Work
English Language
Interacting With Computers
Updating and Using Relevant Knowledge
Mechanical
Chemistry
Scheduling Work and Activities
Written Comprehension
Analyzing Data or Information
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Semiconductor Processors

27%

total discount

Grinding and Polishing Workers, Hand

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Semiconductor Processors

13 of 15 at risk
88%Calculate etching time based on thickness of material to be removed from wafers or crystals.
86%Maintain processing, production, and inspection information and reports.
86%Study work orders, instructions, formulas, and processing charts to determine specifications and sequence of operations.
84%Monitor operation and adjust controls of processing machines and equipment to produce compositions with specific electronic properties, using computer terminals.
65%Inspect materials, components, or products for surface defects and measure circuitry, using electronic test equipment, precision measuring instruments, microscope, and standard procedures.

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 -$9,490(-19%) vs Semiconductor Processors
Semiconductor ProcessorsGrinding and Polishing Workers, Hand
10th
$35,980$32,120
25th
$45,320$36,660
Median
$51,180$41,690
75th
$74,640$48,410
90th
$87,190$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Semiconductor Processors2028–2035
Grinding and Polishing Workers, Hand2028–2035
20242030203520402045

Grinding and Polishing Workers, Hand has a longer runway before significant displacement, projected 0 years later than Semiconductor Processors.

Risk-Adjusted Salary

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

Semiconductor Processors

$28,190

from $51,180

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Semiconductor Processors offers $2,275 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Semiconductor

0

Unique to Grinding

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Regulatory Barriers
Social Intelligence
Semiconductor ProcessorsGrinding and Polishing Workers, Hand
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