Skip to content
Singulariki

Helpers--Carpenters vs Helpers--Production Workers

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

A factual, source-backed comparison of Helpers--Carpenters and Helpers--Production Workers 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.”

Helpers--Carpenters Helpers--Production Workers
Median pay · BLS OEWS
$41,600
$38,220
Employment · BLS OEWS
24,610
167,490
AI exposure (percentile) · task overlap, not automation
5th pct
3rd pct

At a glance

Dimension Helpers--Carpenters Helpers--Production Workers
Median pay $41,600 $38,220
Employment 24,610 167,490
Employment outlook (2024–34) · BLS projection About average (+4.5%) Declining (-8.9%)
Annual openings · BLS projection 2,700 23,600
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 · 5th pct Low · 3rd pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 2nd pct · 9% of tasks 8th pct · 12% of tasks
Observed AI use · Anthropic Economic Index — Automation-leaning (64.0%)
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: Mechanical, Mathematics, English Language, Near Vision, Production and Processing, Arm-Hand Steadiness, Manual Dexterity, Problem Sensitivity, Multilimb Coordination, Static Strength, Extent Flexibility, Active Listening, Speaking, Critical Thinking, Monitoring, Social Perceptiveness, Coordination, Oral Comprehension, Oral Expression, Deductive Reasoning, Inductive Reasoning, Information Ordering, Category Flexibility, Visualization, Selective Attention, Finger Dexterity, Control Precision, Reaction Time, Trunk Strength, Depth Perception, Speech Recognition.

Specific to Helpers--Carpenters

  • Building and Construction
  • Transportation
  • Customer and Personal Service
  • Design
  • Public Safety and Security
  • Administration and Management
  • Education and Training
  • Telecommunications

Specific to Helpers--Production Workers

  • Perceptual Speed
  • Stamina
  • Written Comprehension
  • Far Vision
  • Operations Monitoring
  • Auditory Attention
  • Reading Comprehension
  • Operation and Control

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: Data base user interface and query software , Spreadsheet software , Office suite software , Electronic mail software , Presentation software , Document management software , Word processing software , Enterprise resource planning ERP software , Computer aided design CAD software .

Specific to Helpers--Carpenters

Specific to Helpers--Production Workers

Full profiles

This page is a summary. See the complete source-backed profile for Helpers--Carpenters or Helpers--Production Workers — 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. "Helpers--Carpenters vs Helpers--Production Workers." 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/helpers-carpenters-vs-helpers-production-workers

APA

Singulariki. (2026). Helpers--Carpenters vs Helpers--Production Workers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/helpers-carpenters-vs-helpers-production-workers

BibTeX 
@misc{singulariki-helpers-carpenters-vs-helpers-production-workers,
  title  = {Helpers--Carpenters vs Helpers--Production Workers},
  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/helpers-carpenters-vs-helpers-production-workers}
}

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