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Inspect characteristics or conditions of materials or products

Work activity · O*NET

Inspect characteristics or conditions of materials or products is an intermediate work activity in the O*NET database — a concrete task that recurs across many occupations , grouped under Inspecting Equipment, Structures, or Materials. 40 occupations report doing it as part of their work.

What it involves

The most common detailed activities O*NET records under this category, ranked by how many occupation tasks map to each.

  • Examine condition of property or products
  • Inspect cargo to identify potential hazards
  • Evaluate characteristics of archival or historical objects
  • Compare physical characteristics of materials or products to specifications or standards
  • Inspect shipments to ensure correct order fulfillment
  • Examine physical characteristics of gemstones or precious metals
  • Inspect garments for defects, damage, or stains
  • Inspect materials or equipment to determine need for repair or replacement

How AI is applied to this activity

Microsoft's "Working with AI" study mapped real Bing Copilot conversations to O*NET work activities. The figures below are their measurements for this activity — they describe how AI is used today in one assistant's data, not a forecast that the activity will be automated.

AI completes it successfully 94.1% When Copilot attempts this activity, how often it finishes the task
Scope AI handles 24.4% How much of the activity AI carries within a conversation
Positive user feedback 66.7% Share of interactions users rated positively
How often AI is applied here 55th pct Percentile across all measured activities by how often AI performs them

Source: Microsoft "Working with AI" (working-with-ai). A high completion rate means AI can assist the activity in isolation — it does not mean an occupation that performs it is being automated, since every job blends many activities.

Detailed work activities

The more granular units of work O*NET groups under this activity, ordered by how many occupations perform them.

Occupations that perform this activity

Ranked by how many of the occupation's tasks map to this activity.

Occupation Tasks
Transportation Security Screeners 6
Gem and Diamond Workers 5
Laundry and Dry-Cleaning Workers 3
Archivists 2
Counter and Rental Clerks 2
First-Line Supervisors of Non-Retail Sales Workers 2
First-Line Supervisors of Retail Sales Workers 2
Historians 2
Museum Technicians and Conservators 2
Sawing Machine Setters, Operators, and Tenders, Wood 2
Sewing Machine Operators 2
Anthropologists and Archeologists 1
Cabinetmakers and Bench Carpenters 1
Cargo and Freight Agents 1
Chemical Equipment Operators and Tenders 1
Correctional Officers and Jailers 1
Critical Care Nurses 1
Curators 1
Customs and Border Protection Officers 1
Furniture Finishers 1
Gambling Surveillance Officers and Gambling Investigators 1
Grinding and Polishing Workers, Hand 1
Inspectors, Testers, Sorters, Samplers, and Weighers 1
Insurance Sales Agents 1
Librarians and Media Collections Specialists 1
Library Technicians 1
Order Clerks 1
Parts Salespersons 1
Prepress Technicians and Workers 1
Pressers, Textile, Garment, and Related Materials 1
Procurement Clerks 1
Real Estate Sales Agents 1
Rock Splitters, Quarry 1
Shipping, Receiving, and Inventory Clerks 1
Shoe and Leather Workers and Repairers 1
Stockers and Order Fillers 1
Transportation Inspectors 1
Upholsterers 1
Weighers, Measurers, Checkers, and Samplers, Recordkeeping 1
Woodworking Machine Setters, Operators, and Tenders, Except Sawing 1
Exposure quadrant: AI task-overlap percentile vs Median pay AI task-overlap (horizontal) versus median pay (vertical), each as a percentile across all scored occupations, for 40 occupations in occupations that perform Inspect characteristics or conditions of materials or products.. Overlap measures shared tasks with AI, not automation. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Pressers, Textile, Garment, and Related Materials Rock Splitters, Quarry Furniture Finishers Sawing Machine Setters, Operators, and Tenders, Wood Upholsterers Correctional Officers and Jailers Stockers and Order Fillers Weighers, Measurers, Checkers, and Samplers, Recordkeeping Gem and Diamond Workers Inspectors, Testers, Sorters, Samplers, and Weighers Customs and Border Protection Officers Transportation Inspectors Critical Care Nurses Transportation Security Screeners Library Technicians Archivists Historians Order Clerks Procurement Clerks AI task-overlap percentile → ↑ Median pay
Occupations that perform Inspect characteristics or conditions of materials or products., by AI task-overlap and median pay

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. "Inspect characteristics or conditions of materials or products." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; Microsoft “Working with AI” working-with-ai. Accessed June 7, 2026. https://singulariki.com/activities/inspect-characteristics-or-conditions-of-materials-or-products

APA

Singulariki. (2026). Inspect characteristics or conditions of materials or products. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/activities/inspect-characteristics-or-conditions-of-materials-or-products

BibTeX 
@misc{singulariki-inspect-characteristics-or-conditions-of-materials-or-products,
  title  = {Inspect characteristics or conditions of materials or products},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Microsoft “Working with AI” working-with-ai. Accessed June 7, 2026},
  url    = {https://singulariki.com/activities/inspect-characteristics-or-conditions-of-materials-or-products}
}

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