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First-Line Supervisors of Retail Sales Workers vs First-Line Supervisors of Personal Service Workers

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

A factual, source-backed comparison of First-Line Supervisors of Retail Sales Workers and First-Line Supervisors of Personal Service Workers 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.”

First-Line Supervisors of Retail Sales Workers First-Line Supervisors of Personal Service Workers
Median pay · BLS OEWS
$47,320
$47,080
Employment · BLS OEWS
1,113,160
107,060
AI exposure (percentile) · task overlap, not automation
42nd pct
86th pct

At a glance

Dimension First-Line Supervisors of Retail Sales Workers First-Line Supervisors of Personal Service Workers
Median pay $47,320 $47,080
Employment 1,113,160 107,060
Employment outlook (2024–34) · BLS projection Declining (-5.0%) About average (+6.7%)
Annual openings · BLS projection 125,100 16,300
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 Moderate · 42nd pct High · 86th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 67th pct · 36% of tasks —
Observed AI use · Anthropic Economic Index Augmentation-leaning (45.1%) —
Mostly remote-capable · Dingel–Neiman 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: Customer and Personal Service, Administration and Management, Active Listening, Oral Comprehension, Oral Expression, Speech Clarity, English Language, Speaking, Service Orientation, Speech Recognition, Education and Training, Critical Thinking, Monitoring, Social Perceptiveness, Coordination, Personnel and Human Resources, Computers and Electronics, Persuasion, Negotiation, Instructing, Management of Personnel Resources, Problem Sensitivity, Administrative, Judgment and Decision Making, Time Management, Deductive Reasoning, Information Ordering, Near Vision, Reading Comprehension, Writing, Active Learning, Learning Strategies, Complex Problem Solving, Systems Analysis, Systems Evaluation, Written Comprehension, Written Expression.

Specific to First-Line Supervisors of Retail Sales Workers

  • Sales and Marketing
  • Mathematics
  • Economics and Accounting

Specific to First-Line Supervisors of Personal Service Workers

  • Public Safety and Security
  • Psychology
  • Inductive Reasoning

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: Office suite software , Internet browser software , Word processing software , Time accounting software , Spreadsheet software , Electronic mail software , Presentation software .

Specific to First-Line Supervisors of Retail Sales Workers

Specific to First-Line Supervisors of Personal Service Workers

Full profiles

This page is a summary. See the complete source-backed profile for First-Line Supervisors of Retail Sales Workers or First-Line Supervisors of Personal Service Workers — 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. "First-Line Supervisors of Retail Sales Workers vs First-Line Supervisors of Personal Service Workers." 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/first-line-supervisors-of-retail-sales-workers-vs-first-line-supervisors-of-personal-service-workers

APA

Singulariki. (2026). First-Line Supervisors of Retail Sales Workers vs First-Line Supervisors of Personal Service Workers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/first-line-supervisors-of-retail-sales-workers-vs-first-line-supervisors-of-personal-service-workers

BibTeX 
@misc{singulariki-first-line-supervisors-of-retail-sales-workers-vs-first-line-supervisors-of-personal-service-workers,
  title  = {First-Line Supervisors of Retail Sales Workers vs First-Line Supervisors of Personal Service Workers},
  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/first-line-supervisors-of-retail-sales-workers-vs-first-line-supervisors-of-personal-service-workers}
}

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