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Team Assemblers vs Manufacturing Engineers

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

A factual, source-backed comparison of Team Assemblers and Manufacturing Engineers 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.”

Team Assemblers Manufacturing Engineers
Median pay · BLS OEWS
—
$101,140
Employment · BLS OEWS
—
350,230
AI exposure (percentile) · task overlap, not automation
24th pct
81st pct

At a glance

Dimension Team Assemblers Manufacturing Engineers
Median pay — $101,140
Employment — 350,230
Employment outlook (2024–34) · BLS projection — Growing fast (+11.0%)
Annual openings · BLS projection — 25,200
Typical education · O*NET Usually requires a high school diploma or GED, though some occupations may not. Most of these occupations require a four-year bachelor's degree, but some do not.
AI exposure · published exposure studies Low · 24th pct High · 81st pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 60th pct · 32% of tasks 68th pct · 37% of tasks
Observed AI use · Anthropic Economic Index — —
Mostly remote-capable · Dingel–Neiman No Yes

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, Mechanical, English Language, Computers and Electronics, Design, Engineering and Technology, Information Ordering, Near Vision, Active Listening, Monitoring, Oral Comprehension, Problem Sensitivity, Deductive Reasoning, Speech Recognition, Mathematics, Reading Comprehension, Speaking, Critical Thinking, Operations Monitoring, Time Management, Written Comprehension, Oral Expression, Written Expression, Inductive Reasoning, Category Flexibility, Visualization.

Specific to Team Assemblers

  • Manual Dexterity
  • Public Safety and Security
  • Education and Training
  • Finger Dexterity
  • Quality Control Analysis
  • Arm-Hand Steadiness
  • Speech Clarity
  • Administration and Management

Specific to Manufacturing Engineers

  • Complex Problem Solving
  • Judgment and Decision Making
  • Writing
  • Systems Analysis
  • Systems Evaluation
  • Mathematical Reasoning
  • Number Facility
  • Active Learning

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: Computer aided design CAD software , Spreadsheet software , Office suite software , Electronic mail software , Presentation software , Word processing software , Enterprise resource planning ERP software .

Specific to Team Assemblers

    Specific to Manufacturing Engineers

    Full profiles

    This page is a summary. See the complete source-backed profile for Team Assemblers or Manufacturing Engineers — 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. "Team Assemblers vs Manufacturing Engineers." 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/team-assemblers-vs-manufacturing-engineers

    APA

    Singulariki. (2026). Team Assemblers vs Manufacturing Engineers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/team-assemblers-vs-manufacturing-engineers

    BibTeX 
    @misc{singulariki-team-assemblers-vs-manufacturing-engineers,
  title  = {Team Assemblers vs Manufacturing Engineers},
  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/team-assemblers-vs-manufacturing-engineers}
}

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