Jobs / Management and business operations / 11-9179.00

Personal Service Managers, All Other

All personal service managers not listed separately.

US jobs
10,450
Median wage
$69,770 a year
Job family
Management and business operations

Can agents do the work of personal service managers, all other?

We read the evidence for the whole job family, Management and business operations: Some tasks (first measured in the last 12 months)

Agents complete 20% or more of the tasks (or projects) on a direct benchmark.

Evidence: SOP-Bench, 72.4% of tasks completed.

13% of this occupation's work, by O*NET work activities, is measured by a direct benchmark.

  • 9%Train others on operational or work proceduresNot measured
  • 6%Maintain operational recordsMeasured
  • 5%Develop organizational or program goals or objectivesNot measured
  • 5%Coordinate group, community, or public activitiesNot measured
  • 5%Supervise personnel activitiesNot measured
  • 4%Direct organizational operations, activities, or proceduresNot measured
  • 4%Teach academic or vocational subjectsNot measured
  • 4%Evaluate programs, practices, or processesNot measured

Benchmarks for the job family

These cover work in management and business operations, not always this occupation's tasks.

Direct evidence

Work benchmarks mapped primary to this family. They set the step when they report how many tasks agents complete.

  • AutomationBenchby ZapierTask level · Pass rate (task_completed_correctly)
    51.3%Gemini 4 Argon (High) · 30 Sep 2026
    Emerging
  • SOP-Benchby AmazonTask level · Task success rate
    72.4%Claude 4 Opus (ReAct agent) · 23 Feb 2026
    Strong
  • Vending-Bench 2by Andon LabsProject level · Final bank balance
    $15,515GPT-6 Astra · 7 Sep 2026
    Unrated

Also relevant

These benchmarks cover part of this family's work, or have no result yet. They do not set its step.

Context only

These benchmarks span many occupations, or they test how agents behave. They give context but do not set the step.

Other job titles for this occupation (1)

Travel Agency Manager