Takeover Tracker
20%low risk
Refractory Materials Repairers, Except Brickmasons
vs

46 shared · 12 different

core competencies

38%medium risk
Pourers and Casters, Metal

Side-by-Side Comparison

MetricRefractory Materials Repairers, Except BrickmasonsPourers and Casters, Metal
Risk Score20.1%37.7%
Risk TierLow RiskMedium Risk
Risk Percentile7th74th
Tasks at Risk (>50%)2 / 155 / 15
Median Salary$58,540$48,940
Employment1K6K

Skill Comparison

|

Sorted by largest difference

Monitor Processes, Materials, or Surroundings
Inspecting Equipment, Structures, or Material
Controlling Machines and Processes
Judging the Qualities of Things, Services, or People
Developing Objectives and Strategies
Documenting/Recording Information
Handling and Moving Objects
Extent Flexibility
Education and Training
Estimating the Quantifiable Characteristics of Products, Events, or Information
Identifying Objects, Actions, and Events
Processing Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Refractory Materials Repairers, Except Brickmasons

25%

total discount

Pourers and Casters, Metal

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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 -$9,600(-16%) vs Refractory Materials Repairers, Except Brickmasons
Refractory Materials Repairers, Except BrickmasonsPourers and Casters, Metal
10th
$37,050$37,250
25th
$48,380$41,410
Median
$58,540$48,940
75th
$73,940$59,850
90th
$81,440$68,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Refractory Materials Repairers, Except Brickmasons2028–2035
Pourers and Casters, Metal2028–2035
20242030203520402045

Refractory Materials Repairers, Except Brickmasons has a longer runway before significant displacement, projected 0 years later than Pourers and Casters, Metal.

Risk-Adjusted Salary

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

Refractory Materials Repairers, Except Brickmasons

$46,768

from $58,540

Pourers and Casters, Metal

$30,475

from $48,940

After adjusting for AI risk, Refractory Materials Repairers, Except Brickmasons offers $16,293 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Refractory

0

Unique to Pourers

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Social Intelligence
Creativity
Refractory Materials Repairers, Except BrickmasonsPourers and Casters, Metal
Find transitions from Refractory Materials Repairers, Except BrickmasonsFind transitions from Pourers and Casters, Metal
Refractory Materials Repairers, Except Brickmasons vs Pourers and Casters, Metal AI Risk — Takeover Tracker