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Cooling and Freezing Equipment Operators and Tenders vs Food Batchmakers

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

A factual, source-backed comparison of Cooling and Freezing Equipment 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.”

Cooling and Freezing Equipment Operators and Tenders Food Batchmakers
Median pay · BLS OEWS
$40,160
$40,790
Employment · BLS OEWS
6,590
171,660
AI exposure (percentile) · task overlap, not automation
33rd pct
19th pct

At a glance

Dimension Cooling and Freezing Equipment Operators and Tenders Food Batchmakers
Median pay $40,160 $40,790
Employment 6,590 171,660
Employment outlook (2024–34) · BLS projection Growing fast (+7.2%) About average (+6.9%)
Annual openings · BLS projection 800 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 · 33rd 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: Operations Monitoring, Production and Processing, Operation and Control, Near Vision, Critical Thinking, Problem Sensitivity, Monitoring, Complex Problem Solving, Deductive Reasoning, Mechanical, English Language, Food Production, Administration and Management, Perceptual Speed, Arm-Hand Steadiness, Speaking, Judgment and Decision Making, Oral Expression, Manual Dexterity, Finger Dexterity, Control Precision, Trunk Strength, Mathematics, Public Safety and Security, Reading Comprehension, Active Listening, Education and Training, Oral Comprehension, Written Comprehension, Inductive Reasoning, Information Ordering.

Specific to Cooling and Freezing Equipment Operators and Tenders

  • Equipment Maintenance
  • Troubleshooting
  • Repairing
  • Quality Control Analysis
  • Reaction Time
  • Static Strength
  • Active Learning
  • Time Management

Specific to Food Batchmakers

  • Computers and Electronics
  • Coordination
  • Category Flexibility
  • Selective Attention
  • Auditory Attention
  • Speech Recognition
  • Administrative
  • Customer and Personal Service

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: Office suite software .

Specific to Cooling and Freezing Equipment Operators and Tenders

Specific to Food Batchmakers

Full profiles

This page is a summary. See the complete source-backed profile for Cooling and Freezing Equipment 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. "Cooling and Freezing Equipment 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/cooling-and-freezing-equipment-operators-and-tenders-vs-food-batchmakers

APA

Singulariki. (2026). Cooling and Freezing Equipment Operators and Tenders vs Food Batchmakers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/cooling-and-freezing-equipment-operators-and-tenders-vs-food-batchmakers

BibTeX 
@misc{singulariki-cooling-and-freezing-equipment-operators-and-tenders-vs-food-batchmakers,
  title  = {Cooling and Freezing Equipment 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/cooling-and-freezing-equipment-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.