Advise others on human resources topics.

Advise others on human resources topics. is a detailed work activity in O*NET — a concrete unit of work shared across 6 occupations and seen in 9 occupation-specific tasks. It rolls up into the broader work activity Advise others on business or operational 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 9 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 9 (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 0.002% 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.

• Advise clients in areas such as compensation, employee health care benefits, the design of accounting or data processing systems, or long-range tax or estate plans. · Accountants and Auditors · importance 4.1 · exposure with tools
• Research employee benefit and health and safety practices, and recommend changes or modifications to existing policies. · Compensation, Benefits, and Job Analysis Specialists · importance 4.1 · exposure with tools
• Advise managers and employees on state and federal employment regulations, collective agreements, benefit and compensation policies, personnel procedures, and classification programs. · Compensation, Benefits, and Job Analysis Specialists · importance 3.8 · exposure with tools
• Advise management on organizing, preparing, or implementing recruiting or retention programs. · Human Resources Specialists · importance 3.7 · exposure with tools
• Counsel newly hired members of minority or disadvantaged groups, informing them about details of civil rights laws. · Equal Opportunity Representatives and Officers · importance 3.6 · direct LLM exposure
• Advise management on matters related to the administration of contracts or employee discipline or grievance procedures. · Labor Relations Specialists · importance 3.5 · exposure with tools
• Provide advice on the resolution of classification and salary complaints. · Compensation, Benefits, and Job Analysis Specialists · importance 3.3 · exposure with tools
• Refer trainees to employer relations representatives, to locations offering job placement assistance, or to appropriate social services agencies, if warranted. · Training and Development Specialists · importance 2.9 · exposure with tools
• Advise staff of individuals' qualifications. · Compensation, Benefits, and Job Analysis Specialists · importance 2.7 · exposure with tools

Occupations that perform this

• Accountants and Auditors
• Compensation, Benefits, and Job Analysis Specialists
• Human Resources Specialists
• Equal Opportunity Representatives and Officers
• Labor Relations Specialists
• Training and Development Specialists

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-human-resources-topics,
  title  = {Advise others on human resources topics.},
  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-human-resources-topics}
}