Takeover Tracker

Side-by-Side Comparison

MetricFurnace, Kiln, Oven, Drier, and Kettle Operators and TendersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk Score45.4%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile92th78th
Tasks at Risk (>50%)10 / 158 / 15
Median Salary$47,010$49,500
Employment16K54K

Skill Comparison

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Sorted by largest difference

Handling and Moving Objects
Judging the Qualities of Things, Services, or People
Coordinating the Work and Activities of Others
Controlling Machines and Processes
Production and Processing
Visual Color Discrimination
Updating and Using Relevant Knowledge
Far Vision
Visualization
Flexibility of Closure
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

25%

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

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

10 of 15 at risk
88%Record gauge readings, test results, and shift production in log books.
87%Calculate amounts of materials to be loaded into furnaces, adjusting amounts as necessary for specific conditions.
86%Monitor equipment operation, gauges, and panel lights to detect deviations from standards.
86%Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.
85%Melt or refine metal before casting, calculating required temperatures, and observe metal color, adjusting controls as necessary to maintain required temperatures.

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 +$2,490(+5%) vs Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
10th
$35,010$35,810
25th
$39,250$41,830
Median
$47,010$49,500
75th
$57,840$61,350
90th
$66,190$75,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders20282035
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 Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders.

Risk-Adjusted Salary

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

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

$25,691

from $47,010

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

$30,051

from $49,500

After adjusting for AI risk, Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders offers $4,360 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Furnace,

0

Unique to Separating,

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Fine Manipulation
Decision Complexity
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersSeparating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders