First-Line Supervisors of Mechanics, Installers, and Repairers vs Non-Destructive Testing Specialists AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

First-Line Supervisors of Mechanics, Installers, and Repairers

74 shared · 38 different

core competencies

medium risk

Non-Destructive Testing Specialists

Side-by-Side Comparison

First-Line Supervisors of Mechanics, Installers, and Repairers leads 5–0

Metric	First-Line Supervisors of Mechanics, Installers, and Repairers	Non-Destructive Testing Specialists
Risk Score	29.0%	36.7%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	33th	71th
Tasks at Risk (>50%)	6 / 15	7 / 15
Median Salary	$78,300	$77,390
Employment	601K	64K

Skill Comparison

Sorted by largest difference

Mechanical

Customer and Personal Service

Coordinating the Work and Activities of Others

Guiding, Directing, and Motivating Subordinates

Monitoring and Controlling Resources

Personnel and Human Resources

Evaluating Information to Determine Compliance with Standards

Computers and Electronics

Management of Personnel Resources

Repairing and Maintaining Mechanical Equipment

Resolving Conflicts and Negotiating with Others

Economics and Accounting

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Mechanics, Installers, and Repairers

33%

total discount

Non-Destructive Testing Specialists

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Mechanics, Installers, and Repairers

6 of 15 at risk

86%Requisition materials and supplies, such as tools, equipment, or replacement parts.

86%Compute estimates and actual costs of factors such as materials, labor, or outside contractors.

86%Participate in budget preparation and administration, coordinating purchasing and documentation and monitoring departmental expenditures.

84%Monitor tool and part inventories and the condition and maintenance of shops to ensure adequate working conditions.

64%Determine schedules, sequences, and assignments for work activities, based on work priority, quantity of equipment, and skill of personnel.

Non-Destructive Testing Specialists

7 of 15 at risk

85%Map the presence of imperfections within objects, using sonic measurements.

83%Interpret or evaluate test results in accordance with applicable codes, standards, specifications, or procedures.

72%Prepare reports on non-destructive testing (NDT) results.

71%Document non-destructive testing (NDT) methods, processes, or results.

55%Interpret the results of all methods of non-destructive testing (NDT), such as acoustic emission, electromagnetic, leak, liquid penetrant, magnetic particle, neutron radiographic, radiographic, thermal or infrared, ultrasonic, vibration analysis, and visual testing.

Wage Comparison

Non-Destructive Testing Specialists earns -$910(-1%) vs First-Line Supervisors of Mechanics, Installers, and Repairers

First-Line Supervisors of Mechanics, Installers, and RepairersNon-Destructive Testing Specialists

10th

$48,460$47,010

25th

$61,240$59,700

Median

$78,300$77,390

75th

$99,630$97,760

90th

$124,280$114,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

First-Line Supervisors of Mechanics, Installers, and Repairers2028–2035

Non-Destructive Testing Specialists2028–2035

20242030203520402045

First-Line Supervisors of Mechanics, Installers, and Repairers has a longer runway before significant displacement, projected 0 years later than Non-Destructive Testing Specialists.

Risk-Adjusted Salary

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

First-Line Supervisors of Mechanics, Installers, and Repairers

$55,577

from $78,300

Non-Destructive Testing Specialists

$49,011

from $77,390

After adjusting for AI risk, First-Line Supervisors of Mechanics, Installers, and Repairers offers $6,566 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to First-Line

Unique to Non-Destructive

Combined Protection Strategy

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

Social Intelligence

Creativity

Regulatory Barriers

Decision Complexity

First-Line Supervisors of Mechanics, Installers, and RepairersNon-Destructive Testing Specialists

Find transitions from First-Line Supervisors of Mechanics, Installers, and Repairers Find transitions from Non-Destructive Testing Specialists