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Bakers vs Cooks, Restaurant

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

A factual, source-backed comparison of Bakers and Cooks, Restaurant 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.”

Bakers Cooks, Restaurant
Median pay · BLS OEWS
$36,650
$36,830
Employment · BLS OEWS
231,890
1,452,130
AI exposure (percentile) · task overlap, not automation
27th pct
60th pct

At a glance

Dimension Bakers Cooks, Restaurant
Median pay $36,650 $36,830
Employment 231,890 1,452,130
Employment outlook (2024–34) · BLS projection About average (+5.6%) Growing fast (+14.9%)
Annual openings · BLS projection 39,900 250,700
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 Low · 27th pct Moderate · 60th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 22nd pct · 17% of tasks 29th pct · 18% of tasks
Observed AI use · Anthropic Economic Index Augmentation-leaning (45.4%) Automation-leaning (49.8%)
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: Customer and Personal Service, Near Vision, Food Production, Monitoring, English Language, Oral Comprehension, Oral Expression, Problem Sensitivity, Visual Color Discrimination, Speech Recognition, Active Listening, Speaking, Critical Thinking, Active Learning, Coordination, Judgment and Decision Making, Time Management, Written Comprehension, Deductive Reasoning, Information Ordering, Category Flexibility, Perceptual Speed, Selective Attention, Arm-Hand Steadiness, Manual Dexterity, Finger Dexterity, Control Precision, Speech Clarity, Reading Comprehension, Operations Monitoring, Inductive Reasoning, Visualization, Social Perceptiveness, Fluency of Ideas.

Specific to Bakers

  • Production and Processing
  • Mathematics
  • Administration and Management
  • Sales and Marketing
  • Quality Control Analysis
  • Flexibility of Closure

Specific to Cooks, Restaurant

  • Time Sharing
  • Trunk Strength
  • Multilimb Coordination
  • Far Vision
  • Stamina
  • Extent Flexibility

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: Spreadsheet software , Office suite software , Word processing software , Data base user interface and query software , Electronic mail software , Materials requirements planning logistics and supply chain software .

Full profiles

This page is a summary. See the complete source-backed profile for Bakers or Cooks, Restaurant — 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. "Bakers vs Cooks, Restaurant." 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/bakers-vs-cooks-restaurant

APA

Singulariki. (2026). Bakers vs Cooks, Restaurant. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/bakers-vs-cooks-restaurant

BibTeX
@misc{singulariki-bakers-vs-cooks-restaurant,
  title  = {Bakers vs Cooks, Restaurant},
  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/bakers-vs-cooks-restaurant}
}

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