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How an interviewer can use AI, task by task

O*NET 43-4111.00: Interviewers, Except Eligibility and LoanMedian pay $45,920/year (BLS, May 2025)16 tasksJob Zone 3: Medium preparation

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.

Type your own title and every prompt on this page updates to match. Also called: Admissions Clerk, Admissions Representative, Admitting Representative, Data Collection Assistant, Interviewer, Market Research Interviewer, Registration Clerk, Research Interviewer, Survey Interviewer, Telephone Interviewer.

Where AI fits in this job

AI-ready 16%AI-assist 64%Stays human 21%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 3 AI-ready, 10 AI-assist and 3 human-led tasks out of 16. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Identify and report problems in obtaining valid data.Lead people · Daily
  2. Perform office duties, such as telemarketing or customer service inquiries, maintaining staff records, billing patients, or receiving payments.Hands-on work · Several times a day
  3. Supervise or train other staff members.Lead people · Weekly

🔒 Many of these tasks involve people's information. Remove names and identifying details before using AI, or use only a tool your employer has approved.

AI can draft these 3

AI produces a usable first pass. You review it, fix it and own it.

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

Daily

AI is a tireless first-pass checker.

Show prompt & steps

AI is a tireless proofreader. It catches inconsistencies, missing fields and errors across documents and data, so your review time goes on what matters.

Ready-to-use prompt

I work as an interviewer. Part of my job is to ensure payment for services by verifying benefits with the person's insurance provider or working out financing options.

Context: We use Statistical software and MEDITECH software; the work draws on customer and personal service, administrative and computers and electronics.
Transactions: [paste billing or check data]
Rules: [prices, signatures, required info]

Flag errors and missing information. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Billing and payment verification

Step 1Pick a real example: the next time you ensure payment (today).
Step 2Fill in [Transactions] and [Rules] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed. Recompute every total yourself.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.4/5 · core task · O*NET work activity: Verify accuracy of financial or transactional data.. Also involves: Negotiate financial arrangements..

Prepare reports to provide answers in response to specific problems.

Weekly

AI turns complex material into plain-language handouts.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 58% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is great at turning complicated material into plain-language guides, handouts, FAQs and how-tos for a specific audience. You check it's accurate.

Ready-to-use prompt

I work as an interviewer. Part of my job is to prepare reports to provide answers in response to specific problems.

Context: We use Creative Research Systems The Survey System; the work draws on customer and personal service, administrative and computers and electronics.
Report topic: [describe]
Findings: [paste notes, data]
Audience: [describe]

Draft a report outline and plain-language summary. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Technical report draft

Step 1Pick a real example: the next time you prepare reports to provide answers in response to specific (this week).
Step 2Fill in [Report topic], [Findings] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 3.6/5 · core task · O*NET work activity: Prepare research or technical reports..

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.

Daily

AI handles forms, records and routine paperwork for you to verify.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 75% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as an interviewer. Part of my job is to 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.

Context: We use MEDITECH software and Medical procedure coding software.
Purpose: [case, vote count, report, file]
Materials: [paste or list]

Organize into a structured summary with sources and missing items. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Compile documentation

Step 1Pick a real example: the next time you collect and analyze data (today).
Step 2Fill in [Purpose] and [Materials] with the real details, then run the prompt.
Step 3Use the structure for the next file.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 3.6/5 · O*NET work activity: Compile data or documentation.. Also involves: Analyze operational or research data..

AI can help you prep these 10

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency.

Several times a day

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as an interviewer. Part of my job is to ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency.

Context: We use RIVS automated interview software; the work draws on customer and personal service, administrative and computers and electronics.
Who I'm interviewing: [vendor, employee, customer, applicant]
Goal: [what I need to learn or decide]

Write 8 open questions in order, follow-ups, and a scoring or notes template. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Interview guide

Step 1Pick a real example: the next time you ask questions.
Step 2Fill in [Who I'm interviewing] and [Goal] with the real details, then run the prompt.
Step 3Use the guide and note which questions worked best.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 4.6/5 · core task · O*NET work activity: Interview employees, customers, or others to collect information..

Perform patient services, such as answering the telephone or assisting patients with financial or medical questions.

Daily

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as an interviewer. Part of my job is to perform patient services, such as answering the telephone or assisting patients with financial or medical questions.

Context: We use MEDITECH software and Medical procedure coding software; the work draws on customer and personal service, administrative and computers and electronics.
Calls I get: [patients, customers, callers and what they usually need]
Rules: [what I can and can't say, who to transfer to]

Write a greeting, short answers to the 8 most common requests, and when to transfer or escalate.

10-minute exercise: Phone answers

Step 1Pick a real example: the next time you perform patient services (today). Leave out names and identifying details.
Step 2Fill in [Calls I get] and [Rules] with the real details, then run the prompt.
Step 3Check every answer against your policies, especially anything about health or privacy.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.1/5 · core task · O*NET work activity: Answer telephones to direct calls or provide information..

Review data obtained from interview for completeness and accuracy.

Daily

AI pre-checks against the rules; the sign-off stays with you.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as an interviewer. Part of my job is to review data obtained from interview for completeness and accuracy.

Context: We use Statistical software and MEDITECH software; the work draws on customer and personal service, administrative and computers and electronics.
Records: [paste interview or file data]
Required fields: [list]

Flag missing, inconsistent or unclear items. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Completeness check

Step 1Pick a real example: the next time you review data (today).
Step 2Fill in [Records] and [Required fields] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Importance 4.3/5 · core task · O*NET work activity: Check data for recording errors..

Assist individuals in filling out applications or questionnaires.

Daily

AI preps the paperwork; approving and paying stay with you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 76% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as an interviewer. Part of my job is to assist individuals in filling out applications or questionnaires.

Context: We use MEDITECH software and Medical procedure coding software.
Form or task: [application, listing, request]
Common problems: [what people get stuck on]

Write plain-language guidance for each section and a checklist of documents to bring. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Help with paperwork

Step 1Pick a real example: the next time you assist individuals (today).
Step 2Fill in [Form or task] and [Common problems] with the real details, then run the prompt.
Step 3Check the guidance against the current form.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 4.1/5 · core task · O*NET work activity: Assist individuals with paperwork..

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

Daily

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as an interviewer. Part of my job is to identify and resolve inconsistencies in interviewees' responses by means of appropriate questioning or explanation.

Context: We use RIVS automated interview software; the work draws on customer and personal service, administrative and computers and electronics.
Who I'm interviewing: [vendor, employee, customer, applicant]
Goal: [what I need to learn or decide]

Write 8 open questions in order, follow-ups, and a scoring or notes template. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Interview guide

Step 1Pick a real example: the next time you identify and resolve inconsistencies (today).
Step 2Fill in [Who I'm interviewing] and [Goal] with the real details, then run the prompt.
Step 3Use the guide and note which questions worked best.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 4.0/5 · core task · O*NET work activity: Interview employees, customers, or others to collect information..

Compile, record, and code results or data from interview or survey, using computer or specified form.

Daily

AI preps the paperwork; approving and paying stay with you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 67% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as an interviewer. Part of my job is to compile, record, and code results or data from interview or survey, using computer or specified form.

Context: We use MEDITECH software and Medical procedure coding software.
Purpose: [case, vote count, report, file]
Materials: [paste or list]

Organize into a structured summary with sources and missing items. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Compile documentation

Step 1Pick a real example: the next time you compile, record, and code results or data (today).
Step 2Fill in [Purpose] and [Materials] with the real details, then run the prompt.
Step 3Use the structure for the next file.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 4.2/5 · core task · O*NET work activity: Compile data or documentation.. Also involves: Code data or other information..

Contact individuals to be interviewed at home, place of business, or field location, by telephone, mail, or in person.

Daily

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as an interviewer. Part of my job is to contact individuals to be interviewed at home, place of business, or field location, by telephone, mail, or in person.

Context: We use RIVS automated interview software; the work draws on customer and personal service, administrative and computers and electronics.
Who I'm interviewing: [vendor, employee, customer, applicant]
Goal: [what I need to learn or decide]

Write 8 open questions in order, follow-ups, and a scoring or notes template. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Interview guide

Step 1Pick a real example: the next time you contact individuals (today).
Step 2Fill in [Who I'm interviewing] and [Goal] with the real details, then run the prompt.
Step 3Use the guide and note which questions worked best.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 3.9/5 · O*NET work activity: Interview employees, customers, or others to collect information..

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

Weekly

AI drafts clear messages and talking points.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as an interviewer. Part of my job is to meet with supervisor daily to submit completed assignments and discuss progress.

Context: We use Zoom.
Work: [describe]
Who: [coworkers]

Draft a message clarifying who does what and when. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Coordinate work

Step 1Pick a real example: the next time you meet with supervisor daily (this week).
Step 2Fill in [Work] and [Who] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Importance 3.5/5 · core task · O*NET work activity: Confer with coworkers to coordinate work activities..

Locate and list addresses and households.

Several times a day

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as an interviewer. Part of my job is to locate and list addresses and households.

Context: We use Statistical software; the work draws on customer and personal service, administrative and computers and electronics.
Purpose: [account, credit, collection, service]
Information required: [list]

List what to collect, allowed sources, legal and privacy rules to follow, and a checklist. Remind me what I must not ask or do.

10-minute exercise: Collect applicant information properly

Step 1Pick a real example: the next time you locate and list addresses and households.
Step 2Fill in [Purpose] and [Information required] with the real details, then run the prompt.
Step 3Check the rules against your compliance policy.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 4.4/5 · O*NET work activity: Obtain personal or financial information about customers or applicants..

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

Daily

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 27% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as an interviewer. Part of my job is to explain survey objectives and procedures to interviewees and interpret survey questions to help interviewees' comprehension.

Context: We use Creative Research Systems The Survey System; the work draws on customer and personal service, administrative and computers and electronics.
Rules or regulations: [paste]
Who needs to understand: [customers, employers, individuals]

Write a plain-language version, examples and common questions. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Explain the rules

Step 1Pick a real example: the next time you explain survey objectives and procedures (today).
Step 2Fill in [Rules or regulations] and [Who needs to understand] with the real details, then run the prompt.
Step 3Check it doesn't change the meaning of the rules.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 3.6/5 · O*NET work activity: Explain regulations, policies, or procedures..

These stay human 3

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Contact with others: constant contact with others · Face-to-face discussions: every day · Dealing with the public: very important · Physical closeness to others: moderately close (at arm's length)

Identify and report problems in obtaining valid data.

Daily

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as an interviewer. Part of my job is to identify and report problems in obtaining valid data.

Context: The work draws on customer and personal service, administrative and computers and electronics.
Problem: [bottleneck, test issue]
Data: [describe]

Plan a team discussion and actions. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Fix an operational problem

Step 1Pick a real example: the next time you identify and report problems in obtaining valid data (today).
Step 2Fill in [Problem] and [Data] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.4/5 · core task · O*NET work activity: Resolve operational performance problems..

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

Several times a day

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as an interviewer. Part of my job is to perform office duties, such as telemarketing or customer service inquiries, maintaining staff records, billing patients, or receiving payments.

Context: The work draws on customer and personal service, administrative and computers and electronics.
Payments: [fees, deposits]
Rules: [receipts, cash handling]

List collection and deposit steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Collecting payments

Step 1Pick a real example: the next time you perform office duties. Leave out names and identifying details.
Step 2Fill in [Payments] and [Rules] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.3/5 · core task · O*NET work activity: Collect deposits, payments or fees..

Supervise or train other staff members.

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as an interviewer. Part of my job is to supervise or train other staff members.

Context: The work draws on customer and personal service, administrative and computers and electronics.
Team: [admin, customer service]
Issue or goal: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Supervising office staff

Step 1Pick a real example: the next time you supervise or train other staff members (this week). Leave out names and identifying details.
Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.9/5 · core task · O*NET work activity: Supervise clerical or administrative personnel..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Monitoringimportance 3.0/5
    Used in: Resolving Conflicts and Negotiating with Others
  • Coordinationimportance 3.0/5
    Used in: Resolving Conflicts and Negotiating with Others
  • Persuasionimportance 3.0/5
    Used in: Resolving Conflicts and Negotiating with Others
  • Negotiationimportance 3.0/5
    Used in: Resolving Conflicts and Negotiating with Others

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Active Listeningimportance 4.0/5
    Used in: Getting Information
  • Reading Comprehensionimportance 3.5/5
    Used in: Getting Information
  • Critical Thinkingimportance 3.2/5
    Used in: Getting Information
  • Speakingimportance 3.9/5
    Used in: Communicating with People Outside the Organization

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Getting into this job

High school diploma is most common (42% of workers)

  • High school or less 42%
  • Certificate or some college 23%
  • Associate's 33%
  • Bachelor's 1%
  • On-the-job training: up to 1 month
  • Related experience: 1–2 years

What workers in this job report, from O*NET surveys (typical values). Some of these estimates are lower precision.

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

MEDITECH softwareMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft TeamsMicrosoft WordOracle PeopleSoftZoom