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Data Warehousing Specialists vs Data Scientists

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

A factual, source-backed comparison of Data Warehousing Specialists and Data Scientists 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.”

Data Warehousing Specialists Data Scientists
Median pay · BLS OEWS
$135,980
$112,590
Employment · BLS OEWS
64,770
233,440
AI exposure (percentile) · task overlap, not automation
91st pct
98th pct

At a glance

Dimension Data Warehousing Specialists Data Scientists
Median pay $135,980 $112,590
Employment 64,770 233,440
Employment outlook (2024–34) · BLS projection Growing fast (+8.7%) Growing fast (+33.5%)
Annual openings · BLS projection 4,000 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 · 91st pct High · 98th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk — —
Observed AI use · Anthropic Economic Index — —
Mostly remote-capable · Dingel–Neiman — —

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

Specific to Data Warehousing Specialists

  • Computers and Electronics
  • Reading Comprehension
  • Critical Thinking
  • Written Comprehension
  • Information Ordering
  • Programming
  • Oral Comprehension
  • Deductive Reasoning

Specific to Data Scientists

    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 , Business intelligence and data analysis software , Presentation software , Object or component oriented development software , Data base management system software , Development environment software , File versioning software , Operating system software , Content workflow software , Enterprise application integration software , Analytical or scientific software , Project management software .

    Specific to Data Warehousing Specialists

    Specific to Data Scientists

    Full profiles

    This page is a summary. See the complete source-backed profile for Data Warehousing Specialists or Data Scientists — 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. "Data Warehousing Specialists vs Data Scientists." 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. Accessed June 7, 2026. https://singulariki.com/compare/data-warehousing-specialists-vs-data-scientists

    APA

    Singulariki. (2026). Data Warehousing Specialists vs Data Scientists. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/data-warehousing-specialists-vs-data-scientists

    BibTeX 
    @misc{singulariki-data-warehousing-specialists-vs-data-scientists,
  title  = {Data Warehousing Specialists vs Data Scientists},
  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. Accessed June 7, 2026},
  url    = {https://singulariki.com/compare/data-warehousing-specialists-vs-data-scientists}
}

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