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

50 shared · 8 different

core competencies

38%medium risk
Grinding and Polishing Workers, Hand

Side-by-Side Comparison

MetricFurnace, Kiln, Oven, Drier, and Kettle Operators and TendersGrinding and Polishing Workers, Hand
Risk Score45.4%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile92th75th
Tasks at Risk (>50%)10 / 156 / 15
Median Salary$47,010$41,690
Employment16K12K

Skill Comparison

|

Sorted by largest difference

Identifying Objects, Actions, and Events
Coordinating the Work and Activities of Others
Finger Dexterity
Equipment MaintenanceAI-Resistant
Manual DexterityAI-Resistant
Visual Color Discrimination
Arm-Hand Steadiness
Troubleshooting

Protective Factors

Higher values indicate stronger protection against AI displacement

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

25%

total discount

Grinding and Polishing Workers, Hand

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.

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 -$5,320(-11%) vs Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersGrinding and Polishing Workers, Hand
10th
$35,010$32,120
25th
$39,250$36,660
Median
$47,010$41,690
75th
$57,840$48,410
90th
$66,190$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders2028–2035
Grinding and Polishing Workers, Hand2028–2035
20242030203520402045

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

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Grinding and Polishing Workers, Hand offers $224 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Furnace,

0

Unique to Grinding

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersGrinding and Polishing Workers, Hand
Find transitions from Furnace, Kiln, Oven, Drier, and Kettle Operators and TendersFind transitions from Grinding and Polishing Workers, Hand