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Cloud-based data access and sharing software

Technology category · O*NET

Cloud-based data access and sharing software is a technology category in the O*NET database. Across U.S. occupations, 84 report using software or tools in this category. The named products below are the specific examples O*NET records for those jobs. The occupations that use it sit, on average, at the 66th percentile of AI task-exposure ( moderate) — how much that work overlaps with what AI can do, not a sign the tool is being replaced. See where every tool category sits.

A Hot tag marks technologies O*NET sees frequently in employer job postings; In demand marks tools an occupation specifically requires.

Example software & tools

Ranked by how many occupations list each product. Each number is an occupation count — a job is counted once per product — so the product rows overlap and do not sum to the category total.

Software / tool Occupations Tags
Google Drive 64
Slack 27 Hot
Dropbox 25
Software as a service SaaS 6
Asana 5 Hot
Platform as a service PaaS 5
Squeegee 3
Atlassian Confluence 2 Hot
Glasscubes 1
Wrike 1

Occupations that use Cloud-based data access and sharing software

Showing 40 of 84 occupations.

Exposure quadrant: AI task-overlap percentile vs Median pay AI task-overlap (horizontal) versus median pay (vertical), each as a percentile across all scored occupations, for 40 occupations in occupations that use Cloud-based data access and sharing software. Overlap measures shared tasks with AI, not automation. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Janitors and Cleaners, Except Maids and Housekeeping Cleaners Facilities Managers Farmers, Ranchers, and Other Agricultural Managers Food Service Managers Coaches and Scouts Gambling Dealers First-Line Supervisors of Retail Sales Workers Camera Operators, Television, Video, and Film Elementary School Teachers, Except Special Education General and Operations Managers Entertainment and Recreation Managers, Except Gambling Educational, Guidance, and Career Counselors and Advisors Computer and Information Systems Managers Fundraising Managers Data Entry Keyers Computer User Support Specialists Bookkeeping, Accounting, and Auditing Clerks Customer Service Representatives Blockchain Engineers AI task-overlap percentile → ↑ Median pay
Occupations that use Cloud-based data access and sharing software, by AI task-overlap and median pay

How AI is used by roles that use Cloud-based data access and sharing software

A software category is not itself "being automated" — but we can look at the roles that report using Cloud-based data access and sharing software and ask how those people actually use AI. This rolls the Anthropic Economic Index per-role signal up across those roles, weighted by how much observed AI activity each one has. 67.9% of the 84 roles that use this category carry observed AI-usage data (57 roles).

Across those roles, 55.3% of AI conversations are people working with AI and 38.7% hand a task to AI , with an average autonomy of 3.72 / 5.

Collaboration pattern Share What it means
task iteration 35.4% you and AI go back and forth
directive 33.9% AI does it; you give the instruction
learning 15.2% you ask AI to explain or teach
feedback loop 4.8% AI does it, then adjusts from your feedback
validation 4.7% you do it; AI checks your work

Roles behind this signal

The roles using this category that have the most AEI data. "Works with AI" is the role's share of conversations that augment rather than automate.

Occupation Works with AI Autonomy
Editors 68.2% 4.0/5
Poets, Lyricists and Creative Writers 46.2% 4.0/5
Educational, Guidance, School, and Vocational Counselors 70.6% 4.0/5
Office Clerks, General 36.5% 3.0/5
Area, Ethnic, and Cultural Studies Teachers, Postsecondary 62.5% 3.5/5
Environmental Science Teachers, Postsecondary 66.3% 4.0/5
Secretaries and Administrative Assistants, Except Legal, Medical, and Executive 36.3% 3.0/5
Secondary School Teachers, Except Special and Career/Technical Education 62.3% 4.0/5
Middle School Teachers, Except Special and Career/Technical Education 62.8% 4.0/5
Operations Research Analysts 55.2% 4.0/5
Public Relations Specialists 65.8% 4.0/5
Dietitians and Nutritionists 70.2% 4.0/5

Source: Anthropic Economic Index (2026-01-15-v4-plus-2025-03-27-v2) over a sample of Claude.ai Free and Pro conversations — not all AI tools and not the whole workforce. Roles list software categories in O*NET; this does not mean AI is used inside Cloud-based data access and sharing software, only that people in those roles use AI. Some conversations are left unclassified, so shares need not sum to 100.

Industries that concentrate this

Where Cloud-based data access and sharing software matters most across the economy. Employment reach is the share of an industry's workers in occupations that significantly use Cloud-based data access and sharing software (O*NET importance ≥ 3 of 5, or report using the tool category). Concentration compares that reach to the national average industry, so a value above 1× means the requirement is more pervasive here than across the economy as a whole.

Nationally, about 32.3% of workers are in occupations that significantly use Cloud-based data access and sharing software (measured across 67 industries).

Sectors with the most such workers

Sector Workers Employment reach
Health Care and Social Assistance 7,369,320 31.9%
Educational Services 6,500,060 47.7%
Retail Trade 6,405,680 41.1%
Professional, Scientific, and Technical Services 5,349,940 49.7%
Administrative and Support and Waste Management and Remediation Services 3,411,950 37.8%
Wholesale Trade 2,450,160 40.6%
Manufacturing 2,319,220 18.2%
Finance and Insurance 2,306,690 37.0%
Construction 1,675,590 20.6%
Information 1,664,160 57.2%
Management of Companies and Enterprises 1,438,310 51.2%
Real Estate and Rental and Leasing 1,394,940 58.9%

Industries where it is most concentrated

Industry Level Concentration Employment reach
Sporting Goods Retailers National industry 2.22× 71.6%
Real Estate and Rental and Leasing Sector 1.82× 58.9%
Direct Health and Medical Insurance Carriers National industry 1.82× 58.8%
Information Sector 1.77× 57.2%
Television Broadcasting Stations National industry 1.7× 54.9%
Newspaper Publishers National industry 1.64× 52.9%
Management of Companies and Enterprises Sector 1.59× 51.2%
Professional, Scientific, and Technical Services Sector 1.54× 49.7%
Educational Services Sector 1.48× 47.7%
Research and Development in the Social Sciences and Humanities National industry 1.37× 44.2%
Offices of Chiropractors National industry 1.31× 42.2%
Retail Trade Sector 1.27× 41.1%

Reach is a measure of how widespread a requirement is across an industry's workforce, not how intensively any individual uses it. Sector worker counts come from BLS OEWS employment; the significance threshold and tool use come from O*NET. Industries shown by concentration are filtered to a real worker base so a tiny specialty cannot top the list on rounding.

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 3, 2026. Figures are estimates, not advice.

Cite this page
Plain

Singulariki. "Cloud-based data access and sharing software." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; Census NAICS 2022; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans. Accessed June 7, 2026. https://singulariki.com/tools/cloud-based-data-access-and-sharing-software

APA

Singulariki. (2026). Cloud-based data access and sharing software. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/tools/cloud-based-data-access-and-sharing-software

BibTeX
@misc{singulariki-cloud-based-data-access-and-sharing-software,
  title  = {Cloud-based data access and sharing software},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; Census NAICS 2022; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans. Accessed June 7, 2026},
  url    = {https://singulariki.com/tools/cloud-based-data-access-and-sharing-software}
}

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