Interviewers, Except Eligibility and Loan

Interviewers, Except Eligibility and Loan score 67 out of 100, which is high exposure to AI. That ranks #55 of 923 US occupations, where #1 is the most exposed. Of the 17 tasks in this job, AI could speed up 8 on its own and 6 more with extra software built on top of it. In April–May 2026, 5 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

67/ 100

High

Rank: #55of 923 jobs
US workers: 148,060BLS, May 2025
Median pay: $45,920a year
In real AI use: 5 of 17tasks, April–May 2026

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Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 8 (47%)
AI can speed this up with extra software: 6 (35%)
Little or no AI speed-up: 3 (18%)

Ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency.AI can speed this up on its own · core task
Identify and report problems in obtaining valid data.AI can speed this up on its own · core task
Review data obtained from interview for completeness and accuracy.AI can speed this up on its own · core task
Compile, record, and code results or data from interview or survey, using computer or specified form.AI can speed this up on its own · core task · Seen in real AI use
Assist individuals in filling out applications or questionnaires.AI can speed this up on its own · core task · Seen in real AI use
Identify and resolve inconsistencies in interviewees' responses by means of appropriate questioning or explanation.AI can speed this up on its own · core task
Prepare reports to provide answers in response to specific problems.AI can speed this up on its own · core task · Seen in real AI use
Explain survey objectives and procedures to interviewees and interpret survey questions to help interviewees' comprehension.AI can speed this up on its own · supplemental task · Seen in real AI use
Ensure payment for services by verifying benefits with the person's insurance provider or working out financing options.AI can speed this up with extra software · core task
Perform office duties, such as telemarketing or customer service inquiries, maintaining staff records, billing patients, or receiving payments.AI can speed this up with extra software · core task
Perform patient services, such as answering the telephone or assisting patients with financial or medical questions.AI can speed this up with extra software · core task
Locate and list addresses and households.AI can speed this up with extra software · supplemental task
Collect and analyze data, such as studying old records, tallying the number of outpatients entering each day or week, or participating in federal, state, or local population surveys as a Census Enumerator.AI can speed this up with extra software · supplemental task · Seen in real AI use
Recruit participants for focus groups.AI can speed this up with extra software · supplemental task
Supervise or train other staff members.Little or no AI speed-up · core task
Meet with supervisor daily to submit completed assignments and discuss progress.Little or no AI speed-up · core task
Contact individuals to be interviewed at home, place of business, or field location, by telephone, mail, or in person.Little or no AI speed-up · supplemental task

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Questions about interviewers, except eligibility and loan and AI

Will AI replace interviewers, except eligibility and loan?

Probably not entirely, but the job is likely to change a lot. Interviewers, Except Eligibility and Loan score 67 out of 100 (high exposure), #55 of 923 US jobs. AI could speed up 14 of the job's 17 tasks, 8 of them on its own, while 3 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which interviewers, except eligibility and loan tasks can AI do?

The most exposed tasks include "Ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency"; "Identify and report problems in obtaining valid data"; "Review data obtained from interview for completeness and accuracy".

Which interviewers, except eligibility and loan tasks are hardest for AI?

Tasks with little or no AI speed-up include "Supervise or train other staff members"; "Meet with supervisor daily to submit completed assignments and discuss progress"; "Contact individuals to be interviewed at home, place of business, or field location, by telephone, mail, or in person".

Are people already using AI for this work?

Yes. In April–May 2026, 5 of the 17 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as interviewers, except eligibility and loan, and what do they earn?

About 148,060 people in the US, with median pay of $45,920 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.