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Regulatory Affairs Specialists vs Clinical Data Managers

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

A factual, source-backed comparison of Regulatory Affairs Specialists and Clinical Data Managers 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.”

Regulatory Affairs Specialists Clinical Data Managers
Median pay · BLS OEWS
$78,420
$112,590
Employment · BLS OEWS
397,770
233,440
AI exposure (percentile) · task overlap, not automation
67th pct
98th pct

At a glance

Dimension Regulatory Affairs Specialists Clinical Data Managers
Median pay $78,420 $112,590
Employment 397,770 233,440
Employment outlook (2024–34) · BLS projection About average (+3.0%) Growing fast (+33.5%)
Annual openings · BLS projection 33,300 23,400
Typical education · O*NET Most of these occupations require a four-year bachelor's degree, but some do not. Most of these occupations require a four-year bachelor's degree, but some do not.
AI exposure · published exposure studies High · 67th pct High · 98th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 74th pct · 38% of tasks —
Observed AI use · Anthropic Economic Index Augmentation-leaning (50.0%) —
Mostly remote-capable · Dingel–Neiman 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, Written Comprehension, Written Expression, Active Listening, Writing, Speaking, Oral Comprehension, Oral Expression, Reading Comprehension, Critical Thinking, Judgment and Decision Making, Problem Sensitivity, Deductive Reasoning, Inductive Reasoning, Speech Clarity, Complex Problem Solving, Systems Analysis, Speech Recognition, Information Ordering, Near Vision, Computers and Electronics, Social Perceptiveness, Time Management, Active Learning, Monitoring, Systems Evaluation, Coordination, Fluency of Ideas, Instructing, Category Flexibility, Mathematical Reasoning, Management of Personnel Resources.

Specific to Regulatory Affairs Specialists

  • Law and Government
  • Biology
  • Administration and Management
  • Administrative
  • Negotiation
  • Learning Strategies
  • Persuasion
  • Service Orientation

Specific to Clinical Data Managers

  • Customer and Personal Service
  • Mathematics
  • Programming
  • Mathematics
  • Number Facility
  • Flexibility of Closure
  • Medicine and Dentistry
  • 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 , Word processing software , Document management software , Data base user interface and query software , Project management software , Process mapping and design software , Development environment software , Analytical or scientific software , Medical software , Data base management system software .

Specific to Regulatory Affairs Specialists

Specific to Clinical Data Managers

Full profiles

This page is a summary. See the complete source-backed profile for Regulatory Affairs Specialists or Clinical Data Managers — 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. "Regulatory Affairs Specialists vs Clinical Data Managers." 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/regulatory-affairs-specialists-vs-clinical-data-managers

APA

Singulariki. (2026). Regulatory Affairs Specialists vs Clinical Data Managers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/regulatory-affairs-specialists-vs-clinical-data-managers

BibTeX 
@misc{singulariki-regulatory-affairs-specialists-vs-clinical-data-managers,
  title  = {Regulatory Affairs Specialists vs Clinical Data Managers},
  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/regulatory-affairs-specialists-vs-clinical-data-managers}
}

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