Takeover Tracker
37%medium risk

Non-Destructive Testing Specialists

Test the safety of structures, vehicles, or vessels using x-ray, ultrasound, fiber optic or related equipment.

Higher risk than 71% of occupations
Checking for existing plan...

How AI Impacts Each Task

16 tasks analyzed

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

Risk: 83.2%AI: 85EstimatedTime: 10%

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.

Risk: 55.0%AI: 70EstimatedTime: 10%

Examine structures or vehicles such as aircraft, trains, nuclear reactors, bridges, dams, and pipelines, using non-destructive testing (NDT) techniques.

Risk: 21.0%AI: 30EstimatedTime: 12%

Select, calibrate, or operate equipment used in the non-destructive testing (NDT) of products or materials.

Risk: 49.0%AI: 40EstimatedTime: 10%

Identify defects in solid materials using ultrasonic testing techniques.

Risk: 55.0%AI: 70EstimatedTime: 8%

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

Risk: 71.8%AI: 56.57ObservedTime: 6%

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

Risk: 70.5%AI: 53.27ObservedTime: 6%

Supervise or direct the work of non-destructive testing (NDT) trainees or staff.

Risk: 23.0%AI: 20EstimatedTime: 5%

Produce images of objects on film, using radiographic techniques.

Risk: 49.0%AI: 40EstimatedTime: 4%

Make radiographic images to detect flaws in objects while leaving objects intact.

Risk: 49.0%AI: 40EstimatedTime: 5%

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

Risk: 85.2%AI: 90EstimatedTime: 4%

Conduct liquid penetrant tests to locate surface cracks by coating objects with fluorescent dyes, cleaning excess penetrant, and applying developer.

Risk: 45.0%AI: 30EstimatedTime: 6%

Visually examine materials, structures, or components for signs of corrosion, metal fatigue, cracks, or other flaws, using tools and equipment such as endoscopes, closed circuit television systems, and fiber optics.

Risk: 19.0%AI: 25EstimatedTime: 6%

Identify defects in concrete or other building materials, using thermal or infrared testing.

Risk: 55.0%AI: 70EstimatedTime: 4%

Develop or use new non-destructive testing (NDT) methods, such as acoustic emission testing, leak testing, and thermal or infrared testing.

Risk: 39.0%AI: 30EstimatedTime: 2%

Evaluate material properties, using radio astronomy, voltage and amperage measurement, or rheometric flow measurement.

Risk: 50.1%AI: 57.75ObservedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Equipment Maintenance78%

Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Non-Destructive Testing Specialists skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.1pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

DataCampbeginner

AI Fundamentals Skill Track

by DataCamp

15 hours$25/mo4.5Certificate
Enhances AI augmentation: Active Learning

Estimated Impact

-5.2pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.7pt risk+$4K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 2 scoring runs

+1.4

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School5%
High School Diploma40%
Some College10%
Post-Secondary Certificate5%
Associate's Degree25%
Bachelor's Degree15%

Prior Experience Needed

Work experience required to enter this job

None32%
3-6 months11%
6 months - 1 year5%
1-2 years11%
2-4 years32%
4-6 years11%

Training Provided After Hiring

How long it typically takes to learn on the job

1-3 months10%
3-6 months20%
6 months - 1 year40%
1-2 years10%
2-4 years20%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis