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Inspectors, Testers, Sorters, Samplers, and Weighers vs Engine and Other Machine Assemblers

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

A factual, source-backed comparison of Inspectors, Testers, Sorters, Samplers, and Weighers and Engine and Other Machine Assemblers 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.”

Inspectors, Testers, Sorters, Samplers, and Weighers Engine and Other Machine Assemblers
Median pay · BLS OEWS
$47,460
$52,540
Employment · BLS OEWS
591,180
38,420
AI exposure (percentile) · task overlap, not automation
28th pct
37th pct

At a glance

Dimension Inspectors, Testers, Sorters, Samplers, and Weighers Engine and Other Machine Assemblers
Median pay $47,460 $52,540
Employment 591,180 38,420
Employment outlook (2024–34) · BLS projection About average (0.0%) Declining (-21.1%)
Annual openings · BLS projection 69,900 2,800
Typical education · O*NET Usually requires a high school diploma or GED, though some occupations may not. Usually requires a high school diploma or GED, though some occupations may not.
AI exposure · published exposure studies Low · 28th pct Moderate · 37th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 58th pct · 31% of tasks 49th pct · 27% of tasks
Observed AI use · Anthropic Economic Index Automation-leaning (49.9%) —
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: Production and Processing, Quality Control Analysis, Oral Comprehension, Near Vision, Perceptual Speed, Customer and Personal Service, Critical Thinking, Problem Sensitivity, Flexibility of Closure, Mechanical, Mathematics, Reading Comprehension, Active Listening, Speaking, Written Comprehension, Information Ordering, Category Flexibility, Monitoring, Operations Monitoring, Deductive Reasoning, Visualization, Selective Attention, Arm-Hand Steadiness, Manual Dexterity, Finger Dexterity, Speech Recognition, Speech Clarity, Social Perceptiveness, Complex Problem Solving, Operation and Control, Inductive Reasoning.

Specific to Inspectors, Testers, Sorters, Samplers, and Weighers

  • Oral Expression
  • English Language
  • Writing
  • Judgment and Decision Making
  • Time Management
  • Computers and Electronics
  • Coordination
  • Written Expression

Specific to Engine and Other Machine Assemblers

  • Control Precision
  • Multilimb Coordination
  • Static Strength
  • Extent Flexibility
  • Trunk Strength
  • Engineering and Technology
  • Public Safety and Security
  • Equipment Maintenance

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 , Enterprise resource planning ERP software .

Specific to Inspectors, Testers, Sorters, Samplers, and Weighers

Specific to Engine and Other Machine Assemblers

    Full profiles

    This page is a summary. See the complete source-backed profile for Inspectors, Testers, Sorters, Samplers, and Weighers or Engine and Other Machine Assemblers — 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. "Inspectors, Testers, Sorters, Samplers, and Weighers vs Engine and Other Machine Assemblers." 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/inspectors-testers-sorters-samplers-and-weighers-vs-engine-and-other-machine-assemblers

    APA

    Singulariki. (2026). Inspectors, Testers, Sorters, Samplers, and Weighers vs Engine and Other Machine Assemblers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/inspectors-testers-sorters-samplers-and-weighers-vs-engine-and-other-machine-assemblers

    BibTeX 
    @misc{singulariki-inspectors-testers-sorters-samplers-and-weighers-vs-engine-and-other-machine-assemblers,
  title  = {Inspectors, Testers, Sorters, Samplers, and Weighers vs Engine and Other Machine Assemblers},
  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/inspectors-testers-sorters-samplers-and-weighers-vs-engine-and-other-machine-assemblers}
}

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