Engine and Other Machine Assemblers vs Refractory Materials Repairers, Except Brickmasons AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Engine and Other Machine Assemblers

49 shared · 4 different

core competencies

low risk

Refractory Materials Repairers, Except Brickmasons

Side-by-Side Comparison

Refractory Materials Repairers, Except Brickmasons leads 5–0

Metric	Engine and Other Machine Assemblers	Refractory Materials Repairers, Except Brickmasons
Risk Score	38.2%	20.1%
Risk Tier	Medium Risk	Low Risk
Risk Percentile	76th	7th
Tasks at Risk (>50%)	8 / 12	2 / 15
Median Salary	$52,540	$58,540
Employment	38K	1K

Skill Comparison

Sorted by largest difference

Controlling Machines and Processes

Production and Processing

Establishing and Maintaining Interpersonal Relationships

Operating Vehicles, Mechanized Devices, or Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Engine and Other Machine Assemblers

26%

total discount

Refractory Materials Repairers, Except Brickmasons

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Engine and Other Machine Assemblers

8 of 12 at risk

84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.

63%Lay out and drill, ream, tap, or cut parts for assembly.

61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.

60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.

59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.

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 +$6,000(+11%) vs Engine and Other Machine Assemblers

Engine and Other Machine AssemblersRefractory Materials Repairers, Except Brickmasons

10th

$37,950$37,050

25th

$42,790$48,380

Median

$52,540$58,540

75th

$70,050$73,940

90th

$74,300$81,440

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Engine and Other Machine Assemblers2028–2035

Refractory Materials Repairers, Except Brickmasons2028–2035

20242030203520402045

Refractory Materials Repairers, Except Brickmasons has a longer runway before significant displacement, projected 0 years later than Engine and Other Machine Assemblers.

Risk-Adjusted Salary

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

Engine and Other Machine Assemblers

$32,480

from $52,540

Refractory Materials Repairers, Except Brickmasons

$46,768

from $58,540

After adjusting for AI risk, Refractory Materials Repairers, Except Brickmasons offers $14,287 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Engine

Unique to Refractory

Combined Protection Strategy

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

Fine Manipulation

Creativity

Decision Complexity

Regulatory Barriers

Engine and Other Machine AssemblersRefractory Materials Repairers, Except Brickmasons

Find transitions from Engine and Other Machine Assemblers Find transitions from Refractory Materials Repairers, Except Brickmasons