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Online Merchants vs Customer Service Representatives

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

A factual, source-backed comparison of Online Merchants and Customer Service Representatives 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.”

Online Merchants Customer Service Representatives
Median pay · BLS OEWS
$81,270
$42,830
Employment · BLS OEWS
1,128,200
2,725,930
AI exposure (percentile) · task overlap, not automation
73rd pct
99th pct

At a glance

Dimension Online Merchants Customer Service Representatives
Median pay $81,270 $42,830
Employment 1,128,200 2,725,930
Employment outlook (2024–34) · BLS projection About average (+3.0%) Declining (-5.5%)
Annual openings · BLS projection 108,200 341,700
Typical education · O*NET Most of these occupations require a four-year bachelor's degree, but some do not. Usually requires a high school diploma or GED, though some occupations may not.
AI exposure · published exposure studies High · 73rd pct High · 99th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 80th pct · 43% of tasks 96th pct · 58% of tasks
Observed AI use · Anthropic Economic Index Automation-leaning (47.4%) Automation-leaning (41.2%)
Mostly remote-capable · Dingel–Neiman Yes 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: English Language, Sales and Marketing, Customer and Personal Service, Written Comprehension, Reading Comprehension, Administration and Management, Computers and Electronics, Active Listening, Speaking, Critical Thinking, Oral Expression, Written Expression, Problem Sensitivity, Writing, Persuasion, Service Orientation, Oral Comprehension, Deductive Reasoning, Near Vision, Speech Recognition, Speech Clarity, Administrative, Judgment and Decision Making, Inductive Reasoning, Mathematics, Economics and Accounting, Monitoring, Social Perceptiveness, Negotiation, Information Ordering, Mathematics, Coordination, Complex Problem Solving, Fluency of Ideas, Category Flexibility, Active Learning.

Specific to Online Merchants

  • Communications and Media
  • Production and Processing
  • Mathematical Reasoning
  • Number Facility

Specific to Customer Service Representatives

  • Time Management
  • Selective Attention
  • Public Safety and Security
  • Instructing
  • Originality

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 , Presentation software , Graphics or photo imaging software , Operating system software , Web page creation and editing software , Accounting software , Data base user interface and query software , Electronic mail software , Project management software , Word processing software .

Specific to Online Merchants

Specific to Customer Service Representatives

Full profiles

This page is a summary. See the complete source-backed profile for Online Merchants or Customer Service Representatives — 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. "Online Merchants vs Customer Service Representatives." 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/online-merchants-vs-customer-service-representatives

APA

Singulariki. (2026). Online Merchants vs Customer Service Representatives. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/online-merchants-vs-customer-service-representatives

BibTeX 
@misc{singulariki-online-merchants-vs-customer-service-representatives,
  title  = {Online Merchants vs Customer Service Representatives},
  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/online-merchants-vs-customer-service-representatives}
}

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