Skip to content
Singulariki

Food Cooking Machine Operators and Tenders vs Food Batchmakers

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

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

At a glance

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

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

Specific to Food Batchmakers

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

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 Cooking Machine Operators and Tenders

Specific to Food Batchmakers

Full profiles

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

APA

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

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

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