Will AI replace Interviewers, Except Eligibility and Loan?

No exposure score can predict whether AI will replace this role. The 80/100 score means our current model estimates very high task exposure from the sources listed on this page. It does not predict an employer decision, headcount, or an individual outcome. The task map below shows the work assessed and where human judgment remains important.

Early-career context (study ages 22-25)

This role's Very High score and automation-heavy task mix point in the same direction as the study's highest-exposure automation cohort. The measures are not identical, so the study result is context rather than a direct forecast for this role.

The November 2025 revision reports a 16% relative employment decline for workers ages 22-25 in the most AI-exposed U.S. occupations, after firm-level controls, relative to workers in less-exposed fields and more experienced workers in the same occupations.

Use the task map to identify durable work and the skills worth building early.

Stanford Digital Economy Lab, Canaries in the Coal Mine - November 2025 revision

This is group-level U.S. payroll evidence, not a personal forecast. The authors do not claim that AI alone caused the change, and this context does not alter the exposure score.

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Role snapshot

What this role usually involves

O*NET 29.1 exact occupation

Interview persons by telephone, mail, in person, or by other means for the purpose of completing forms, applications, or questionnaires. Ask specific questions, record answers, and assist persons with completing form. May sort, classify, and file forms.

Common titles

Admissions ClerkAdmissions RepresentativeInterviewerRegistration ClerkAdmitting RepresentativeData Collection Assistant

O*NET job-zone preparation

Job Zone 3 · Medium Preparation Needed Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree. Previous work-related skill, knowledge, or experience is required for these occupations.

Broad guidance for this preparation level; exact requirements vary by role and employer.

Skills and knowledge

SpeakingReading ComprehensionSocial PerceptivenessCritical ThinkingService OrientationTime Management

Work context

Frequent contact with othersRepeating tasksIndoor controlled settingDecision latitude

Source: O*NET 29.1 exact occupation - Interviewers, Except Eligibility and Loan, SOC 43-4111.00. Context describes the role; the AI-exposure score remains a separate task-exposure estimate.

Interviewers, Except Eligibility and Loan tasks, by AI exposure

We analyzed all 16 Interviewers, Except Eligibility and Loan tasks - 16 automatable. The full task map - every task with exactly what to do about each - is in your Career Report.

Adjacent career paths

Relatedness shows how reachable a move may be. A path is labeled lower exposure only when its score is at least 6 points lower; every row shows the measured difference.

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