Power Plant Operators vs Grinding and Polishing Workers, Hand AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Power Plant Operators

48 shared · 20 different

core competencies

medium risk

Grinding and Polishing Workers, Hand

Side-by-Side Comparison

Grinding and Polishing Workers, Hand leads 4–1

Metric	Power Plant Operators	Grinding and Polishing Workers, Hand
Risk Score	46.3%	37.8%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	94th	75th
Tasks at Risk (>50%)	11 / 15	6 / 15
Median Salary	$99,670	$41,690
Employment	31K	12K

Skill Comparison

Sorted by largest difference

Interacting With Computers

Oral Comprehension

Oral Expression

Identifying Objects, Actions, and Events

Operation Monitoring

Critical ThinkingAI-Augmented

Updating and Using Relevant Knowledge

Deductive Reasoning

Handling and Moving Objects

Inspecting Equipment, Structures, or Material

Arm-Hand Steadiness

Operation and Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Power Plant Operators

28%

total discount

Grinding and Polishing Workers, Hand

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Power Plant Operators

11 of 15 at risk

86%Monitor power plant equipment and indicators to detect evidence of operating problems.

82%Inspect records or log book entries or communicate with plant personnel to assess equipment operating status.

80%Regulate equipment operations and conditions, such as water levels, based on instrument data or from computers.

80%Take regulatory action, based on readings from charts, meters and gauges, at established intervals.

78%Control generator output to match the phase, frequency, or voltage of electricity supplied to panels.

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 -$57,980(-58%) vs Power Plant Operators

Power Plant OperatorsGrinding and Polishing Workers, Hand

10th

$59,930$32,120

25th

$77,400$36,660

Median

$99,670$41,690

75th

$111,980$48,410

90th

$128,760$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Power Plant Operators2028–2035

Grinding and Polishing Workers, Hand2028–2035

20242030203520402045

Grinding and Polishing Workers, Hand has a longer runway before significant displacement, projected 0 years later than Power Plant Operators.

Risk-Adjusted Salary

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

Power Plant Operators

$53,483

from $99,670

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Power Plant Operators offers $27,568 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Power

Unique to Grinding

Combined Protection Strategy

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

Fine Manipulation

Decision Complexity

Social Intelligence

Creativity

Power Plant OperatorsGrinding and Polishing Workers, Hand

Find transitions from Power Plant Operators Find transitions from Grinding and Polishing Workers, Hand