Process medical billing information.

Process medical billing information. is a detailed work activity in O*NET — a concrete unit of work shared across 12 occupations and seen in 14 occupation-specific tasks. It rolls up into the broader work activity Execute financial transactions. in Performing Administrative Activities .

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 14 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 14 (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 2 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.

• Compute charges for medication or equipment dispensed to hospital patients and enter data in computer. · Pharmacy Technicians · importance 4.7 · direct LLM exposure
• Prepare and process medical insurance claim forms and records. · Pharmacy Technicians · importance 4.7 · exposure with tools
• Perform general office duties, such as answering telephones, taking dictation, or completing insurance forms. · Medical Assistants · importance 4.5 · direct LLM exposure
• Perform administrative duties, such as tracking inventory and sales, submitting patient insurance information, and performing simple bookkeeping. · Opticians, Dispensing · importance 4.4 · direct LLM exposure
• Perform a variety of clerical and office tasks, such as handling incoming and outgoing mail, completing and submitting insurance claims, typing, filing, or operating office machines. · Medical Transcriptionists · importance 4.3 · direct LLM exposure
• Schedule appointments, prepare bills and receive payment for dental services, complete insurance forms, and maintain records, manually or using computer. · Dental Assistants · importance 4.2 · exposure with tools
• Process medical insurance claims, posting bill amounts and calculating copayments. · Pharmacy Aides · importance 4.2 · exposure with tools
• Contact insurance companies to resolve billing issues. · Pharmacists · importance 4.1 · exposure with tools
• Perform accounting duties, such as bookkeeping, billing customers for services, or maintaining inventories. · Veterinary Assistants and Laboratory Animal Caretakers · importance 3.9 · direct LLM exposure
• Perform a variety of office, clerical, or accounting duties, such as reception, billing, bookkeeping, or selling products. · Veterinary Technologists and Technicians · importance 3.9 · direct LLM exposure
• Perform clerical duties, such as scheduling appointments, collecting data, or documenting health insurance billings. · Occupational Therapy Assistants · importance 3.8 · direct LLM exposure
• File athlete insurance claims and communicate with insurance providers. · Athletic Trainers · importance 3.7 · direct LLM exposure
• Keep financial records or perform other bookkeeping duties, such as handling credit or collections or mailing monthly statements to patients. · Medical Assistants · importance 3.6 · direct LLM exposure
• Post medical insurance billings. · Medical Records Specialists · exposure with tools

Occupations that perform this

• Pharmacy Technicians
• Medical Assistants
• Opticians, Dispensing
• Medical Transcriptionists
• Dental Assistants
• Pharmacy Aides
• Pharmacists
• Veterinary Assistants and Laboratory Animal Caretakers
• Veterinary Technologists and Technicians
• Occupational Therapy Assistants
• Athletic Trainers
• Medical Records 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-process-medical-billing-information,
  title  = {Process medical billing information.},
  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/process-medical-billing-information}
}