Not Very Resilient

Last Update: 11/4/2026

AI Resilience Score for Interviewers (Non-Loan):

34.5%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient interviewer work (non-loan) is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For interviewers, all nine sources had data, and most agreed: AI Resilience Model, Anthropic, Microsoft, Will Robots Take My Job, and OpenAI Signals all flagged low human resilience, with only Google ATLAS disagreeing. That broad agreement on high AI exposure, paired with low economic signals from Wage Bill and Adaptive Capacity, drives confidence to medium-high and lands this role at "Not Very Resilient."

AI Resilience Report forInterviewers, Except Eligibility and Loan

$45,920 median salary•13,200 annual openings•SOC Code: 43-4111.00

Interviewers, Except Eligibility and Loan are less resilient to AI impacts than most occupations, according to our analysis of 8 sources.

This career is labeled "Not Very Resilient" because the core task, calling people and asking them survey questions, is something AI-powered voice agents can now handle reliably and at much lower cost. With Gartner projecting that conversational AI will automate around 70% of customer support interactions by 2027, and executives at 91% of companies already pushing to implement AI, the pressure to replace human interviewers with automated systems is intense and moving quickly.

Learn more about how you can thrive in this position

This role is not very resilient

This career is labeled "Not Very Resilient" because the core task, calling people and asking them survey questions, is something AI-powered voice agents can now handle reliably and at much lower cost. With Gartner projecting that conversational AI will automate around 70% of customer support interactions by 2027, and executives at 91% of companies already pushing to implement AI, the pressure to replace human interviewers with automated systems is intense and moving quickly.

Read full analysis

Analysis of current AI resilience

Interviewers (Non-Loan)

Updated quarterly

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Latest AI news for Interviewers (Non-Loan)

These articles highlight the evolving role of Interviewers, Except Eligibility and Loan, in an AI-driven landscape. For instance, the "AI Workforce Report" indicates that AI will automate tasks like initial screenings, which could streamline processes but also means interviewers must adapt to new technologies. Additionally, "Will AI replace Interviewers?" suggests that while AI may reduce headcount, it will reshape the role to focus more on complex interactions. Embracing these changes can enhance resilience in this career path, ensuring interviewers remain vital in providing nuanced insights and human connections.

More Career Info

Career: Interviewers, Except Eligibility and Loan

They ask questions to gather information from people, often for surveys or research, and record their responses to help organizations make informed decisions.

Alternate Titles

Admissions Clerk · Admissions Representative · Interviewer · Registration Clerk · Admitting Representative · Data Collection Assistant · Market Research Interviewer · Research Interviewer · Survey Interviewer · Telephone Interviewer

Employment & Wage Data

Median Wage

$45,920

Jobs (2025)

153,600

Growth (2025-35)

-10.4%

Annual Openings

13,200

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

78% ResilienceSupplemental

Supervise or train other staff members.

2

70% ResilienceCore Task

Meet with supervisor daily to submit completed assignments and discuss progress.

3

55% ResilienceCore Task

Identify and resolve inconsistencies in interviewees' responses by means of appropriate questioning or explanation.

4

48% ResilienceSupplemental

Ensure payment for services by verifying benefits with the person's insurance provider or working out financing options.

5

45% ResilienceCore Task

Identify and report problems in obtaining valid data.

6

45% ResilienceSupplemental

Perform office duties, such as telemarketing or customer service inquiries, maintaining staff records, billing patients, or receiving payments.

7

42% ResilienceCore Task

Explain survey objectives and procedures to interviewees and interpret survey questions to help interviewees' comprehension.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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