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Packers and Packagers, Hand vs Weighers, Measurers, Checkers, and Samplers, Recordkeeping

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

A factual, source-backed comparison of Packers and Packagers, Hand and Weighers, Measurers, Checkers, and Samplers, Recordkeeping 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.”

Packers and Packagers, Hand Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Median pay · BLS OEWS
$35,580
$45,650
Employment · BLS OEWS
601,440
49,720
AI exposure (percentile) · task overlap, not automation
18th pct
26th pct

At a glance

Dimension Packers and Packagers, Hand Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Median pay $35,580 $45,650
Employment 601,440 49,720
Employment outlook (2024–34) · BLS projection Declining (-5.4%) Declining (-4.8%)
Annual openings · BLS projection 74,000 5,300
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 · 18th pct Low · 26th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 33rd pct · 20% of tasks 69th pct · 37% of tasks
Observed AI use · Anthropic Economic Index — Automation-leaning (66.7%)
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, Near Vision, Problem Sensitivity, Monitoring, Oral Comprehension, Speech Recognition, English Language, Oral Expression, Administrative, Active Listening, Critical Thinking, Information Ordering, Selective Attention, Arm-Hand Steadiness, Finger Dexterity, Mathematics, Reading Comprehension, Speaking, Coordination, Deductive Reasoning, Speech Clarity, Inductive Reasoning, Category Flexibility, Perceptual Speed.

Specific to Packers and Packagers, Hand

  • Customer and Personal Service
  • Trunk Strength
  • Manual Dexterity
  • Multilimb Coordination
  • Static Strength
  • Extent Flexibility
  • Public Safety and Security
  • Mechanical

Specific to Weighers, Measurers, Checkers, and Samplers, Recordkeeping

  • Written Comprehension
  • Written Expression
  • Flexibility of Closure
  • Administration and Management
  • Social Perceptiveness
  • Service Orientation
  • Quality Control Analysis
  • Mathematical Reasoning

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 , Enterprise resource planning ERP software , Inventory management software .

Specific to Packers and Packagers, Hand

Specific to Weighers, Measurers, Checkers, and Samplers, Recordkeeping

Full profiles

This page is a summary. See the complete source-backed profile for Packers and Packagers, Hand or Weighers, Measurers, Checkers, and Samplers, Recordkeeping — 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. "Packers and Packagers, Hand vs Weighers, Measurers, Checkers, and Samplers, Recordkeeping." 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/packers-and-packagers-hand-vs-weighers-measurers-checkers-and-samplers-recordkeeping

APA

Singulariki. (2026). Packers and Packagers, Hand vs Weighers, Measurers, Checkers, and Samplers, Recordkeeping. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/packers-and-packagers-hand-vs-weighers-measurers-checkers-and-samplers-recordkeeping

BibTeX 
@misc{singulariki-packers-and-packagers-hand-vs-weighers-measurers-checkers-and-samplers-recordkeeping,
  title  = {Packers and Packagers, Hand vs Weighers, Measurers, Checkers, and Samplers, Recordkeeping},
  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/packers-and-packagers-hand-vs-weighers-measurers-checkers-and-samplers-recordkeeping}
}

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