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Helpers--Extraction Workers vs Continuous Mining Machine Operators

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

A factual, source-backed comparison of Helpers--Extraction Workers and Continuous Mining Machine Operators 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--Extraction Workers Continuous Mining Machine Operators
Median pay · BLS OEWS
$48,400
$63,380
Employment · BLS OEWS
6,720
14,340
AI exposure (percentile) · task overlap, not automation
4th pct
8th pct

At a glance

Dimension Helpers--Extraction Workers Continuous Mining Machine Operators
Median pay $48,400 $63,380
Employment 6,720 14,340
Employment outlook (2024–34) · BLS projection Declining (-1.7%) About average (+0.6%)
Annual openings · BLS projection 700 1,600
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 · 4th pct Low · 8th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 4th pct · 11% of tasks 23rd pct · 17% of tasks
Observed AI use · Anthropic Economic Index — —
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, Manual Dexterity, Arm-Hand Steadiness, Monitoring, Control Precision, Multilimb Coordination, Reaction Time, Operations Monitoring, Problem Sensitivity, Near Vision, Far Vision, Operation and Control, Equipment Maintenance, Trunk Strength, Troubleshooting, Repairing, Rate Control, Depth Perception, Information Ordering, Selective Attention, Critical Thinking, Deductive Reasoning, Perceptual Speed, Visualization, Response Orientation, Extent Flexibility, Hearing Sensitivity, Active Listening, Judgment and Decision Making.

Specific to Helpers--Extraction Workers

  • Static Strength
  • English Language
  • Finger Dexterity
  • Transportation
  • Oral Comprehension
  • Coordination
  • Equipment Selection
  • Quality Control Analysis

Specific to Continuous Mining Machine Operators

  • Production and Processing
  • Law and Government
  • Education and Training
  • Oral Expression
  • Inductive Reasoning
  • Flexibility of Closure
  • Speaking
  • Complex Problem Solving

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: Word processing software , Spreadsheet software , Office suite software .

Specific to Helpers--Extraction Workers

Specific to Continuous Mining Machine Operators

Full profiles

This page is a summary. See the complete source-backed profile for Helpers--Extraction Workers or Continuous Mining Machine Operators — 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--Extraction Workers vs Continuous Mining Machine Operators." 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; 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-extraction-workers-vs-continuous-mining-machine-operators

APA

Singulariki. (2026). Helpers--Extraction Workers vs Continuous Mining Machine Operators. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/helpers-extraction-workers-vs-continuous-mining-machine-operators

BibTeX 
@misc{singulariki-helpers-extraction-workers-vs-continuous-mining-machine-operators,
  title  = {Helpers--Extraction Workers vs Continuous Mining Machine Operators},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; 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-extraction-workers-vs-continuous-mining-machine-operators}
}

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