Takeover Tracker

Side-by-Side Comparison

MetricPower Plant OperatorsSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score46.3%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile94th78th
Tasks at Risk (>50%)11 / 158 / 15
Median Salary$99,670$49,500
Employment31K54K

Skill Comparison

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Sorted by largest difference

Production and Processing
Controlling Machines and Processes
Updating and Using Relevant Knowledge
Coaching and Developing Others
Inspecting Equipment, Structures, or Material
Establishing and Maintaining Interpersonal Relationships
Static Strength
Interacting With Computers
Oral Comprehension
Documenting/Recording Information
Operation and Control
Critical ThinkingAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Power Plant Operators

28%

total discount

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

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.

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

8 of 15 at risk
86%Monitor material flow or instruments such as temperature or pressure gauges, indicators, or meters to ensure optimal processing conditions.
65%Test samples to determine viscosity, acidity, specific gravity, or degree of concentration, using test equipment such as viscometers, pH meters, or hydrometers.
57%Examine samples to verify qualities such as clarity, cleanliness, consistency, dryness, or texture.
57%Inspect machines or equipment for hazards, operating efficiency, malfunctions, wear, or leaks.
53%Set up or adjust machine controls to regulate conditions such as material flow, temperature, or pressure.

Wage Comparison

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders earns -$50,170(-50%) vs Power Plant Operators
Power Plant OperatorsSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
10th
$59,930$35,810
25th
$77,400$41,830
Median
$99,670$49,500
75th
$111,980$61,350
90th
$128,760$75,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Power Plant Operators20282035
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders20282035
20242030203520402045

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders 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

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

$30,051

from $49,500

After adjusting for AI risk, Power Plant Operators offers $23,431 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Power

0

Unique to Separating,

Combined Protection Strategy

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

Creativity
Decision Complexity
Social Intelligence
Fine Manipulation
Power Plant OperatorsSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders