Advise others on financial matters.

Advise others on financial matters. is a detailed work activity in O*NET — a concrete unit of work shared across 10 occupations and seen in 13 occupation-specific tasks. It rolls up into the broader work activity Advise others on financial matters. in Providing Consultation and Advice to Others .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 13 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 13 (100%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 4 of these tasks, with a mean mapped-usage share of 0.005% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Furnish taxpayers with sufficient information and advice to ensure correct tax form completion. · Tax Preparers · importance 4.6 · exposure with tools
• Report to management about asset utilization and audit results, and recommend changes in operations and financial activities. · Accountants and Auditors · importance 4.5 · exposure with tools
• Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies. · Claims Adjusters, Examiners, and Investigators · importance 4.4 · exposure with tools
• Provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation. · Budget Analysts · importance 4.3 · exposure with tools
• Advise clients on housing matters, such as housing rental, homeownership, mortgage delinquency, or foreclosure prevention. · Credit Counselors · importance 4.3 · exposure with tools
• Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity. · Accountants and Auditors · importance 4.3 · exposure with tools
• Advise clients or respond to inquiries about financial matters in person or via phone, email, Web site, or Internet chat. · Credit Counselors · importance 4.2 · exposure with tools
• Summarize budgets and submit recommendations for the approval or disapproval of funds requests. · Budget Analysts · importance 4.1 · exposure with tools
• Guide clients in the gathering of information, such as bank account records, income tax returns, life and disability insurance records, pension plans, or wills. · Personal Financial Advisors · importance 3.8 · exposure with tools
• Inform importers and exporters of steps to reduce duties and taxes. · Customs Brokers · importance 3.8 · exposure with tools
• Evaluate customer records and recommend payment plans, based on earnings, savings data, payment history, and purchase activity. · Credit Analysts · importance 3.7 · exposure with tools
• Confer with clients to restructure debt, refinance debt, or raise new debt. · Financial and Investment Analysts · exposure with tools
• Counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds. · Loan Officers · exposure with tools

Occupations that perform this

• Tax Preparers
• Accountants and Auditors
• Claims Adjusters, Examiners, and Investigators
• Budget Analysts
• Credit Counselors
• Personal Financial Advisors
• Customs Brokers
• Credit Analysts
• Financial and Investment Analysts
• Loan Officers

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.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-advise-others-on-financial-matters,
  title  = {Advise others on financial matters.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/advise-others-on-financial-matters}
}