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Data Warehousing Specialists vs Software Developers

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

A factual, source-backed comparison of Data Warehousing Specialists and Software Developers 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 Software Developers
Median pay · BLS OEWS
$135,980
$133,080
Employment · BLS OEWS
64,770
1,654,440
AI exposure (percentile) · task overlap, not automation
91st pct
85th pct

At a glance

Dimension Data Warehousing Specialists Software Developers
Median pay $135,980 $133,080
Employment 64,770 1,654,440
Employment outlook (2024–34) · BLS projection Growing fast (+8.7%) Growing fast (+15.8%)
Annual openings · BLS projection 4,000 115,200
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 · 85th 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

Shared: Computers and Electronics, Reading Comprehension, Critical Thinking, Written Comprehension, Information Ordering, Programming, Oral Comprehension, Deductive Reasoning, Inductive Reasoning, Complex Problem Solving, Near Vision, Active Listening, Systems Analysis, Oral Expression, Written Expression, Category Flexibility, Speech Recognition, Speaking, Judgment and Decision Making, Problem Sensitivity, Speech Clarity, Writing, Systems Evaluation, Mathematics, English Language, Coordination, Fluency of Ideas, Mathematical Reasoning, Mathematics, Active Learning, Social Perceptiveness, Originality, Selective Attention, Monitoring, Time Management.

Specific to Data Warehousing Specialists

  • Design
  • Number Facility
  • Flexibility of Closure
  • Engineering and Technology
  • Persuasion

Specific to Software Developers

  • Customer and Personal Service
  • Technology Design
  • Operations Analysis
  • Instructing
  • Service Orientation
  • Education and Training

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 , Business intelligence and data analysis 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 , Document management software .

Full profiles

This page is a summary. See the complete source-backed profile for Data Warehousing Specialists or Software Developers — 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 Software Developers." 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-software-developers

APA

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

BibTeX
@misc{singulariki-data-warehousing-specialists-vs-software-developers,
  title  = {Data Warehousing Specialists vs Software Developers},
  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-software-developers}
}

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