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Non-Destructive Testing Specialists vs Robotics Technicians

Side-by-side · O*NET · BLS · AI-exposure research · Anthropic Economic Index

A factual, source-backed comparison of Non-Destructive Testing Specialists and Robotics Technicians on the dimensions both occupations carry. Every figure is a position within an independent published dataset — not a verdict on which job is better, safer, or more “future-proof.”

Non-Destructive Testing Specialists Robotics Technicians
Median pay · BLS OEWS
$77,390
$70,760
Employment · BLS OEWS
64,410
14,680
AI exposure (percentile) · task overlap, not automation
69th pct
58th pct

At a glance

Dimension Non-Destructive Testing Specialists Robotics Technicians
Median pay $77,390 $70,760
Employment 64,410 14,680
Employment outlook (2024–34) · BLS projection About average (+1.5%) About average (+1.1%)
Annual openings · BLS projection 5,700 1,300
Typical education · O*NET Usually requires a high school diploma or GED, though some occupations may not. Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree.
AI exposure · published exposure studies High · 69th pct Moderate · 58th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 52nd pct · 28% of tasks 49th pct · 27% of tasks
Observed AI use · Anthropic Economic Index Automation-leaning (39.0%) Automation-leaning (43.5%)
Mostly remote-capable · Dingel–Neiman No No

Pay and employment are BLS OEWS estimates; outlook and openings are BLS 2024–2034 projections; AI exposure and observed-use figures come from separate research and reflect exposure and usage, not predictions that either job will disappear. Compare like with like.

Skills

Shared: Problem Sensitivity, Engineering and Technology, Written Comprehension, Deductive Reasoning, Near Vision, Mathematics, English Language, Reading Comprehension, Quality Control Analysis, Physics, Oral Comprehension, Inductive Reasoning, Information Ordering, Computers and Electronics, Active Listening, Oral Expression, Critical Thinking, Production and Processing, Monitoring, Mechanical, Writing, Active Learning, Operations Monitoring, Flexibility of Closure, Speech Clarity, Design, Speaking, Mathematics, Complex Problem Solving, Operation and Control.

Specific to Non-Destructive Testing Specialists

  • Education and Training
  • Far Vision
  • Written Expression
  • Customer and Personal Service
  • Speech Recognition
  • Administration and Management
  • Public Safety and Security
  • Building and Construction

Specific to Robotics Technicians

  • Troubleshooting
  • Repairing
  • Equipment Maintenance
  • Finger Dexterity
  • Visualization
  • Manual Dexterity
  • Selective Attention
  • Control Precision

Knowledge, skills & abilities O*NET rates as important for each occupation. “Shared” are common to both; the columns list what is distinctive to each (top by the order O*NET surfaces).

Tools & technology

Shared: Spreadsheet software , Office suite software , Word processing software , Computer aided design CAD software , Data base user interface and query software , Electronic mail software , Presentation software , Project management software , Enterprise resource planning ERP software , Analytical or scientific software , Development environment software .

Specific to Non-Destructive Testing Specialists

Specific to Robotics Technicians

Full profiles

This page is a summary. See the complete source-backed profile for Non-Destructive Testing Specialists or Robotics Technicians — tasks, the full skill graph, tools, work context, preparation, wages by percentile, industries, AI exposure and the AI work map.

More comparisons

Related occupations you can place side by side on the same sourced scale.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

Data compiled June 2, 2026. Figures are estimates, not advice.

Cite this page
Plain

Singulariki. "Non-Destructive Testing Specialists vs Robotics Technicians." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026. https://singulariki.com/compare/non-destructive-testing-specialists-vs-robotics-technicians

APA

Singulariki. (2026). Non-Destructive Testing Specialists vs Robotics Technicians. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/non-destructive-testing-specialists-vs-robotics-technicians

BibTeX 
@misc{singulariki-non-destructive-testing-specialists-vs-robotics-technicians,
  title  = {Non-Destructive Testing Specialists vs Robotics Technicians},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026},
  url    = {https://singulariki.com/compare/non-destructive-testing-specialists-vs-robotics-technicians}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.