Takeover Tracker
44%medium risk
Metal-Refining Furnace Operators and Tenders
vs

54 shared · 13 different

core competencies

20%low risk
Refractory Materials Repairers, Except Brickmasons

Side-by-Side Comparison

MetricMetal-Refining Furnace Operators and TendersRefractory Materials Repairers, Except Brickmasons
Risk Score44.2%20.1%
Risk TierMedium RiskLow Risk
Risk Percentile90th7th
Tasks at Risk (>50%)7 / 152 / 15
Median Salary$55,770$58,540
Employment20K1K

Skill Comparison

|

Sorted by largest difference

Monitor Processes, Materials, or Surroundings
Production and Processing
Administration and Management
Getting Information
Operation and Control
Education and Training
Judging the Qualities of Things, Services, or People
Guiding, Directing, and Motivating Subordinates
Control Precision
Operation Monitoring
Estimating the Quantifiable Characteristics of Products, Events, or Information
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Metal-Refining Furnace Operators and Tenders

26%

total discount

Refractory Materials Repairers, Except Brickmasons

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Metal-Refining Furnace Operators and Tenders

7 of 15 at risk
88%Record production data, and maintain production logs.
84%Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.
84%Observe operations inside furnaces, using television screens, to ensure that problems do not occur.
74%Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.
67%Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.

Refractory Materials Repairers, Except Brickmasons

2 of 15 at risk
53%Transfer clay structures to curing ovens, melting tanks, and drawing kilns, using forklifts.
51%Mix specified amounts of sand, clay, mortar powder, and water to form refractory clay or mortar, using shovels or mixing machines.
49%Fasten stopper heads to rods with metal pins to assemble refractory stoppers used to plug pouring nozzles of steel ladles.
49%Dump and tamp clay in molds, using tamping tools.
47%Measure furnace walls to determine dimensions and cut required number of sheets from plastic block, using saws.

Wage Comparison

Refractory Materials Repairers, Except Brickmasons earns +$2,770(+5%) vs Metal-Refining Furnace Operators and Tenders
Metal-Refining Furnace Operators and TendersRefractory Materials Repairers, Except Brickmasons
10th
$38,760$37,050
25th
$46,550$48,380
Median
$55,770$58,540
75th
$65,070$73,940
90th
$80,280$81,440

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Metal-Refining Furnace Operators and Tenders2028–2035
Refractory Materials Repairers, Except Brickmasons2028–2035
20242030203520402045

Refractory Materials Repairers, Except Brickmasons has a longer runway before significant displacement, projected 0 years later than Metal-Refining Furnace Operators and Tenders.

Risk-Adjusted Salary

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

Metal-Refining Furnace Operators and Tenders

$31,120

from $55,770

Refractory Materials Repairers, Except Brickmasons

$46,768

from $58,540

After adjusting for AI risk, Refractory Materials Repairers, Except Brickmasons offers $15,648 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Metal-Refining

0

Unique to Refractory

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Metal-Refining Furnace Operators and TendersRefractory Materials Repairers, Except Brickmasons
Find transitions from Metal-Refining Furnace Operators and TendersFind transitions from Refractory Materials Repairers, Except Brickmasons