Takeover Tracker

Side-by-Side Comparison

MetricFurnace, Kiln, Oven, Drier, and Kettle Operators and TendersCutting and Slicing Machine Setters, Operators, and Tenders
Risk Score45.4%40.0%
Risk TierMedium RiskMedium Risk
Risk Percentile92th81th
Tasks at Risk (>50%)10 / 159 / 15
Median Salary$47,010$45,700
Employment16K48K

Skill Comparison

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Sorted by largest difference

Visualization
Finger Dexterity
Equipment MaintenanceAI-Resistant
Identifying Objects, Actions, and Events
Updating and Using Relevant Knowledge
Quality Control Analysis
Depth Perception
Troubleshooting
Communicating with Supervisors, Peers, or Subordinates
Judging the Qualities of Things, Services, or People
Rate Control
Response Orientation

Protective Factors

Higher values indicate stronger protection against AI displacement

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

25%

total discount

Cutting and Slicing Machine Setters, Operators, and Tenders

26%

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.

Cutting and Slicing Machine Setters, Operators, and Tenders

9 of 15 at risk
86%Maintain production records, such as quantities, types, and dimensions of materials produced.
84%Monitor operation of cutting or slicing machines to detect malfunctions or to determine whether supplies need replenishment.
77%Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices, such as rulers, micrometers, or scales.
60%Review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines.
53%Stack and sort cut material for packaging, further processing, or shipping, according to types and sizes of material.

Wage Comparison

Cutting and Slicing Machine Setters, Operators, and Tenders earns -$1,310(-3%) vs Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersCutting and Slicing Machine Setters, Operators, and Tenders
10th
$35,010$34,890
25th
$39,250$38,540
Median
$47,010$45,700
75th
$57,840$52,000
90th
$66,190$60,430

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders20282035
Cutting and Slicing Machine Setters, Operators, and Tenders20282035
20242030203520402045

Cutting and Slicing 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

Cutting and Slicing Machine Setters, Operators, and Tenders

$27,397

from $45,700

After adjusting for AI risk, Cutting and Slicing Machine Setters, Operators, and Tenders offers $1,706 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Furnace,

0

Unique to Cutting

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Social Intelligence
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersCutting and Slicing Machine Setters, Operators, and Tenders