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Food Batchmakers vs Food Cooking Machine Operators and Tenders

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

A factual, source-backed comparison of Food Batchmakers and Food Cooking Machine Operators and Tenders 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.”

Food Batchmakers Food Cooking Machine Operators and Tenders
Median pay · BLS OEWS
$40,790
$40,550
Employment · BLS OEWS
171,660
27,660
AI exposure (percentile) · task overlap, not automation
19th pct
28th pct

At a glance

Dimension Food Batchmakers Food Cooking Machine Operators and Tenders
Median pay $40,790 $40,550
Employment 171,660 27,660
Employment outlook (2024–34) · BLS projection About average (+6.9%) About average (+0.6%)
Annual openings · BLS projection 24,200 4,400
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 · 19th pct Low · 28th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 30th pct · 19% of tasks 18th pct · 15% of tasks
Observed AI use · Anthropic Economic Index Automation-leaning (26.3%) —
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: Food Production, Production and Processing, Information Ordering, Near Vision, Education and Training, English Language, Operations Monitoring, Oral Comprehension, Administration and Management, Mechanical, Reading Comprehension, Critical Thinking, Written Comprehension, Problem Sensitivity, Control Precision, Active Listening, Coordination, Operation and Control, Oral Expression, Category Flexibility, Perceptual Speed, Selective Attention, Manual Dexterity, Speech Recognition, Writing, Monitoring, Complex Problem Solving, Judgment and Decision Making, Deductive Reasoning, Inductive Reasoning, Arm-Hand Steadiness, Finger Dexterity.

Specific to Food Batchmakers

  • Public Safety and Security
  • Mathematics
  • Computers and Electronics
  • Speaking
  • Auditory Attention
  • Administrative
  • Customer and Personal Service
  • Trunk Strength

Specific to Food Cooking Machine Operators and Tenders

  • Reaction Time
  • Speech Clarity
  • Quality Control Analysis
  • Written Expression
  • Multilimb Coordination
  • Rate Control
  • Static Strength
  • Hearing Sensitivity

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

Specific to Food Batchmakers

Specific to Food Cooking Machine Operators and Tenders

Full profiles

This page is a summary. See the complete source-backed profile for Food Batchmakers or Food Cooking Machine Operators and Tenders — 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. "Food Batchmakers vs Food Cooking Machine Operators and Tenders." 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/food-batchmakers-vs-food-cooking-machine-operators-and-tenders

APA

Singulariki. (2026). Food Batchmakers vs Food Cooking Machine Operators and Tenders. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/food-batchmakers-vs-food-cooking-machine-operators-and-tenders

BibTeX 
@misc{singulariki-food-batchmakers-vs-food-cooking-machine-operators-and-tenders,
  title  = {Food Batchmakers vs Food Cooking Machine Operators and Tenders},
  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/food-batchmakers-vs-food-cooking-machine-operators-and-tenders}
}

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