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Resolve personnel or operational problems

Work activity · O*NET

Resolve personnel or operational problems is an intermediate work activity in the O*NET database — a concrete task that recurs across many occupations , grouped under Resolving Conflicts and Negotiating with Others. 18 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.

  • Resolve operational performance problems
  • Resolve issues affecting transportation operations
  • Resolve employee or contractor problems
  • Resolve personnel problems

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 87.5% When Copilot attempts this activity, how often it finishes the task
Scope AI handles 29.7% How much of the activity AI carries within a conversation
Positive user feedback 61.0% Share of interactions users rated positively
How often AI is applied here 66th 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
First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand 2
First-Line Supervisors of Material-Moving Machine and Vehicle Operators 2
Airline Pilots, Copilots, and Flight Engineers 1
Chief Executives 1
Commercial Pilots 1
Computer and Information Systems Managers 1
Driver/Sales Workers 1
Electrical and Electronic Engineering Technologists and Technicians 1
First-Line Supervisors of Passenger Attendants 1
Flight Attendants 1
Interviewers, Except Eligibility and Loan 1
Manufacturing Engineers 1
Materials Engineers 1
Mining and Geological Engineers, Including Mining Safety Engineers 1
Nuclear Engineers 1
Petroleum Engineers 1
Purchasing Managers 1
Validation Engineers 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 15 occupations in occupations that perform Resolve personnel or operational problems.. Overlap measures shared tasks with AI, not automation. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Driver/Sales Workers Airline Pilots, Copilots, and Flight Engineers Flight Attendants Commercial Pilots Electrical and Electronic Engineering Technologists and Technicians Materials Engineers Chief Executives Nuclear Engineers Interviewers, Except Eligibility and Loan Mining and Geological Engineers, Including Mining Safety Engineers AI task-overlap percentile → ↑ Median pay
Occupations that perform Resolve personnel or operational problems., 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. "Resolve personnel or operational problems." 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/resolve-personnel-or-operational-problems

APA

Singulariki. (2026). Resolve personnel or operational problems. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/activities/resolve-personnel-or-operational-problems

BibTeX 
@misc{singulariki-resolve-personnel-or-operational-problems,
  title  = {Resolve personnel or operational problems},
  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/resolve-personnel-or-operational-problems}
}

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