How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency.73
- Ensure payment for services by verifying benefits with the person's insurance provider or working out financing options.73
- Assist individuals in filling out applications or questionnaires.73
- Prepare reports to provide answers in response to specific problems.73
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency.01
- Ensure payment for services by verifying benefits with the person's insurance provider or working out financing options.02
- Assist individuals in filling out applications or questionnaires.03
- Compile, record, and code results or data from interview or survey, using computer or specified form.04
- Review data obtained from interview for completeness and accuracy.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Eligibility Interviewers, Government Programs
Closely related work
Compare these careers →Human Resources Assistants, Except Payroll and Timekeeping
Closely related work
Compare these careers →Receptionists and Information Clerks
Closely related work
Compare these careers →Medical Secretaries and Administrative Assistants
Related work
Compare these careers →Customer Service Representatives
Related work
Compare these careers →Survey Researchers
Shares some work
Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
