Takeover Tracker
37%medium risk
Non-Destructive Testing Specialists
vs

44 shared · 28 different

core competencies

32%medium risk
Inspectors, Testers, Sorters, Samplers, and Weighers

Side-by-Side Comparison

MetricNon-Destructive Testing SpecialistsInspectors, Testers, Sorters, Samplers, and Weighers
Risk Score36.7%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile71th50th
Tasks at Risk (>50%)7 / 1512 / 15
Median Salary$77,390$47,460
Employment64K591K

Skill Comparison

|

Sorted by largest difference

Evaluating Information to Determine Compliance with Standards
Education and Training
Training and Teaching Others
Engineering and Technology
Scheduling Work and Activities
Interpreting the Meaning of Information for Others
Coaching and Developing Others
Inspecting Equipment, Structures, or Material
Administration and Management
Active LearningAI-Augmented
Public Safety and Security
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Non-Destructive Testing Specialists

28%

total discount

Inspectors, Testers, Sorters, Samplers, and Weighers

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Inspectors, Testers, Sorters, Samplers, and Weighers

12 of 15 at risk
88%Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.
88%Read dials or meters to verify that equipment is functioning at specified levels.
88%Write test or inspection reports describing results, recommendations, or needed repairs.
86%Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.
65%Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

Wage Comparison

Inspectors, Testers, Sorters, Samplers, and Weighers earns -$29,930(-39%) vs Non-Destructive Testing Specialists
Non-Destructive Testing SpecialistsInspectors, Testers, Sorters, Samplers, and Weighers
10th
$47,010$34,590
25th
$59,700$38,740
Median
$77,390$47,460
75th
$97,760$59,970
90th
$114,630$75,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Non-Destructive Testing Specialists2028–2035
Inspectors, Testers, Sorters, Samplers, and Weighers2028–2035
20242030203520402045

Inspectors, Testers, Sorters, Samplers, and Weighers 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%)

Non-Destructive Testing Specialists

$49,011

from $77,390

Inspectors, Testers, Sorters, Samplers, and Weighers

$32,330

from $47,460

After adjusting for AI risk, Non-Destructive Testing Specialists offers $16,681 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Non-Destructive

0

Unique to Inspectors,

Combined Protection Strategy

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

Creativity
Decision Complexity
Regulatory Barriers
Social Intelligence
Non-Destructive Testing SpecialistsInspectors, Testers, Sorters, Samplers, and Weighers
Find transitions from Non-Destructive Testing SpecialistsFind transitions from Inspectors, Testers, Sorters, Samplers, and Weighers