Takeover Tracker

Side-by-Side Comparison

MetricRefractory Materials Repairers, Except BrickmasonsHelpers--Installation, Maintenance, and Repair Workers
Risk Score20.1%26.2%
Risk TierLow RiskMedium Risk
Risk Percentile7th22th
Tasks at Risk (>50%)2 / 154 / 15
Median Salary$58,540$38,860
Employment1K98K

Skill Comparison

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Sorted by largest difference

Static Strength
Operating Vehicles, Mechanized Devices, or Equipment
Communicating with Supervisors, Peers, or Subordinates
Making Decisions and Solving Problems
Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Refractory Materials Repairers, Except Brickmasons

25%

total discount

Helpers--Installation, Maintenance, and Repair Workers

25%

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.

Helpers--Installation, Maintenance, and Repair Workers

4 of 15 at risk
86%Order new parts to maintain inventory.
63%Tend and observe equipment and machinery to verify efficient and safe operation.
53%Apply protective materials to equipment, components, and parts to prevent defects and corrosion.
51%Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment.
49%Diagnose electrical problems and install and rewire electrical components.

Wage Comparison

Helpers--Installation, Maintenance, and Repair Workers earns -$19,680(-34%) vs Refractory Materials Repairers, Except Brickmasons
Refractory Materials Repairers, Except BrickmasonsHelpers--Installation, Maintenance, and Repair Workers
10th
$37,050$28,770
25th
$48,380$33,760
Median
$58,540$38,860
75th
$73,940$46,600
90th
$81,440$54,650

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Refractory Materials Repairers, Except Brickmasons20282035
Helpers--Installation, Maintenance, and Repair Workers20282035
20242030203520402045

Refractory Materials Repairers, Except Brickmasons has a longer runway before significant displacement, projected 0 years later than Helpers--Installation, Maintenance, and Repair Workers.

Risk-Adjusted Salary

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

Refractory Materials Repairers, Except Brickmasons

$46,768

from $58,540

Helpers--Installation, Maintenance, and Repair Workers

$28,694

from $38,860

After adjusting for AI risk, Refractory Materials Repairers, Except Brickmasons offers $18,073 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Refractory

0

Unique to Helpers--Installation,

Combined Protection Strategy

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

Social Intelligence
Creativity
Decision Complexity
Regulatory Barriers
Refractory Materials Repairers, Except BrickmasonsHelpers--Installation, Maintenance, and Repair Workers
Refractory Materials Repairers, Except Brickmasons vs Helpers--Installation, Maintenance, and Repair Workers AI Risk — Takeover Tracker