Takeover Tracker
45%medium risk
Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
vs

55 shared · 7 different

core competencies

38%medium risk
Pourers and Casters, Metal

Side-by-Side Comparison

MetricFurnace, Kiln, Oven, Drier, and Kettle Operators and TendersPourers and Casters, Metal
Risk Score45.4%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile92th74th
Tasks at Risk (>50%)10 / 155 / 15
Median Salary$47,010$48,940
Employment16K6K

Skill Comparison

|

Sorted by largest difference

Visual Color Discrimination
Equipment MaintenanceAI-Resistant
Coordinating the Work and Activities of Others
Evaluating Information to Determine Compliance with Standards
Handling and Moving Objects
Developing Objectives and Strategies
Written Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

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

25%

total discount

Pourers and Casters, Metal

27%

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.

Pourers and Casters, Metal

5 of 15 at risk
84%Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
63%Examine molds to ensure they are clean, smooth, and properly coated.
61%Transport metal ingots to storage areas, using forklifts.
59%Stencil identifying information on ingots and pigs, using special hand tools.
51%Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.

Wage Comparison

Pourers and Casters, Metal earns +$1,930(+4%) vs Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersPourers and Casters, Metal
10th
$35,010$37,250
25th
$39,250$41,410
Median
$47,010$48,940
75th
$57,840$59,850
90th
$66,190$68,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders2028–2035
Pourers and Casters, Metal2028–2035
20242030203520402045

Pourers and Casters, Metal 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

Pourers and Casters, Metal

$30,475

from $48,940

After adjusting for AI risk, Pourers and Casters, Metal offers $4,784 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Furnace,

0

Unique to Pourers

Combined Protection Strategy

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

Creativity
Fine Manipulation
Social Intelligence
Decision Complexity
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersPourers and Casters, Metal
Find transitions from Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersFind transitions from Pourers and Casters, Metal