Cooks, Short Order vs Cooks, Fast Food
Side-by-side · O*NET · BLS · AI-exposure research · Anthropic Economic Index
A factual, source-backed comparison of Cooks, Short Order and Cooks, Fast Food 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.”
At a glance
| Dimension | Cooks, Short Order | Cooks, Fast Food |
|---|---|---|
| Median pay | $35,620 | $30,160 |
| Employment | 150,420 | 668,230 |
| Employment outlook (2024–34) · BLS projection | Declining (-5.6%) | Declining (-13.5%) |
| Annual openings · BLS projection | 20,600 | 82,100 |
| Typical education · O*NET | Usually requires a high school diploma or GED, though some occupations may not. | Usually requires a high school diploma or GED, though some occupations may not. |
| AI exposure · published exposure studies | Moderate · 47th pct | Moderate · 65th 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%) | Augmentation-leaning (45.8%) |
| Mostly remote-capable · Dingel–Neiman | No | 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: 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, Time Sharing, Arm-Hand Steadiness, Critical Thinking, Monitoring, Oral Expression, Speech Clarity, Written Comprehension, Deductive Reasoning, Speech Recognition, Social Perceptiveness, Judgment and Decision Making, Inductive Reasoning, Production and Processing.
Specific to Cooks, Short Order
- Food Production
- Finger Dexterity
- Control Precision
- Category Flexibility
- Far Vision
- Extent Flexibility
- Visual Color Discrimination
- Complex Problem Solving
Specific to Cooks, Fast Food
- Administration and Management
- Transportation
- Communications and Media
- Public Safety and Security
- Economics and Accounting
- Stamina
- Sales and Marketing
- Active Learning
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: Point of sale POS software .
Specific to Cooks, Short Order
Specific to Cooks, Fast Food
Full profiles
This page is a summary. See the complete source-backed profile for Cooks, Short Order or Cooks, Fast Food — 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.
- Cooks, Short Order vs Cooks, Restaurant
- Cooks, Short Order vs Food Preparation Workers
- Cooks, Short Order vs Cooks, Institution and Cafeteria
- Cooks, Short Order vs Bakers
- Cooks, Short Order vs Butchers and Meat Cutters
- Cooks, Short Order vs Cooks, Private Household
- Cooks, Short Order vs Fast Food and Counter Workers
- Cooks, Short Order vs Chefs and Head Cooks
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.
- O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
- BLS Occupational Employment and Wage Statistics (OEWS) May 2024 U.S. Bureau of Labor Statistics
- BLS Employment Projections 2024–2034 U.S. Bureau of Labor Statistics
- Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
- Microsoft “Working with AI” working-with-ai Microsoft Research
- “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic
- AI Occupational Exposure (AIOE) Felten, Raj & Seamans academic
- ILO / Gmyrek et al. GenAI exposure gradient 2025 International Labour Organization
- IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022 Institute for Structural Research (IBS)
- Frey & Osborne (2013) frey-osborne-automation academic
- Dingel & Neiman (2020) dingel-neiman-workathome academic
Data compiled June 2, 2026. Figures are estimates, not advice.
Cite this page
Singulariki. "Cooks, Short Order vs Cooks, Fast Food." 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-fast-food
Singulariki. (2026). Cooks, Short Order vs Cooks, Fast Food. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/cooks-short-order-vs-cooks-fast-food
@misc{singulariki-cooks-short-order-vs-cooks-fast-food,
title = {Cooks, Short Order vs Cooks, Fast Food},
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-fast-food}
} Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.