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Cooks, Short Order vs Cooks, Private Household

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

A factual, source-backed comparison of Cooks, Short Order and Cooks, Private Household 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.”

Cooks, Short Order Cooks, Private Household
Median pay · BLS OEWS
$35,620
$44,530
Employment · BLS OEWS
150,420
900
AI exposure (percentile) · task overlap, not automation
47th pct
83rd pct

At a glance

Dimension Cooks, Short Order Cooks, Private Household
Median pay $35,620 $44,530
Employment 150,420 900
Employment outlook (2024–34) · BLS projection Declining (-5.6%) About average (+5.1%)
Annual openings · BLS projection 20,600 5,300
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 · 47th pct High · 83rd pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 29th pct · 18% of tasks 29th pct · 18% of tasks
Observed AI use · Anthropic Economic Index Automation-leaning (31.8%) Automation-leaning (50.0%)
Mostly remote-capable · Dingel–Neiman No Yes

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: Food Production, Oral Comprehension, Near Vision, Customer and Personal Service, Trunk Strength, English Language, Reading Comprehension, Active Listening, Time Management, Information Ordering, Manual Dexterity, Speaking, Coordination, Service Orientation, Problem Sensitivity, Selective Attention, Arm-Hand Steadiness, Finger Dexterity, Critical Thinking, Monitoring, Oral Expression, Category Flexibility, Written Comprehension, Deductive Reasoning, Speech Recognition, Social Perceptiveness, Complex Problem Solving, Judgment and Decision Making, Inductive Reasoning, Production and Processing, Multilimb Coordination.

Specific to Cooks, Short Order

  • Time Sharing
  • Control Precision
  • Far Vision
  • Speech Clarity
  • Extent Flexibility
  • Visual Color Discrimination
  • Perceptual Speed
  • Auditory Attention

Specific to Cooks, Private Household

  • Sales and Marketing
  • Fluency of Ideas
  • Administration and Management
  • Mathematics
  • Originality
  • Writing
  • Active Learning
  • Management of Material Resources

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: Inventory management software .

Specific to Cooks, Short Order

Specific to Cooks, Private Household

Full profiles

This page is a summary. See the complete source-backed profile for Cooks, Short Order or Cooks, Private Household — 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. "Cooks, Short Order vs Cooks, Private Household." 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/cooks-short-order-vs-cooks-private-household

APA

Singulariki. (2026). Cooks, Short Order vs Cooks, Private Household. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/cooks-short-order-vs-cooks-private-household

BibTeX 
@misc{singulariki-cooks-short-order-vs-cooks-private-household,
  title  = {Cooks, Short Order vs Cooks, Private Household},
  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/cooks-short-order-vs-cooks-private-household}
}

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