AI Interviews in Healthcare Hiring: Screening Nurses and Care Staff
How healthcare teams use AI interviews to screen nurses, CNAs and care staff: what the first round must cover, 12 behavioral questions, and where people decide.
AI recruiting in healthcare works best at one step: the first-round screen. Every nurse, CNA and caregiver who applies gets the same structured questions at a time that fits their shifts, and recruiters get organized answers instead of voicemail. It doesn't verify a license or judge clinical skill; your credentialing process, references and the clinicians who interview later do that, and a person makes every decision.
The demand behind it is steady. The US Bureau of Labor Statistics projects about 180,800 openings for registered nurses and about 203,300 for nursing assistants and orderlies each year, on average, from 2025 to 2035, many of them to replace workers who move to other occupations or leave the workforce, for example to retire (Occupational Outlook Handbook: registered nurses; nursing assistants and orderlies). For a recruiting team, that means the same roles open again and again, and the first-round screen happens hundreds of times a year.
What does a first-round healthcare screen need to establish?
A first-round screen for clinical roles has two jobs: confirm the facts that decide whether this person can work this role, and get a first read on how they think about patient care. Here's what to cover, and what still has to happen later.
| Area | What to ask in the first round | What happens later |
|---|---|---|
| License and certifications | License type and where they're licensed; certifications such as Basic Life Support (BLS), ACLS or PALS; specialty certifications | Verify every one through your credentialing process |
| Units and specialties | Which units they've worked in (med-surg, telemetry, ICU, ED, labor and delivery, long-term care, home health), for how long, typical patient assignments, and the charting systems they've used | The hiring manager probes depth in the unit interview |
| Shifts and schedule | Days, nights or rotating; 8- or 12-hour shifts; weekends, holidays and on-call; full-time, part-time or per diem; willingness to float | Confirm against the unit's actual schedule |
| Start date | Notice period and the earliest orientation date they could make | Match to orientation cohorts |
| Patient-care judgment | Behavioral questions about real situations (see below) | Clinical interview, skills validation and references |
| Motivation | Why they're leaving, why this role, what they want next | The recruiter's conversation |
| Pay expectations | Expected rate or range, and the differentials that matter to them | The offer |
Two habits keep this fair and useful. Ask the same questions of everyone applying to the role, in the same order, so you can compare answers; that's the core of a structured interview. And keep the factual questions short and specific: "Which certifications do you hold now, and when do they expire?" gets a better answer than "Tell me about your certifications."
What can an AI interview do in healthcare hiring, and what can't it?
| An AI interview can | An AI interview can't |
|---|---|
| Ask every applicant the same questions, at any hour | Verify a license, a certification or a work history |
| Follow up when an answer is vague | Observe clinical skills or hands-on competence |
| Capture units, shifts, start dates and pay expectations in the candidate's own words | Check references |
| Ask for examples of patient-care judgment and score them against written anchors | Judge clinical competence the way an experienced nurse or manager can |
| Flag a knockout answer, such as no active license, for a recruiter to review | Make the hiring decision |
DIO, Dio's AI interviewer, is built around that split. It holds a structured voice interview in the browser, asks follow-up questions when an answer is thin, and gives your team the recording, the transcript, the candidate's résumé and a scorecard. Every competency score has to quote the candidate's own words, and if the evidence isn't in the transcript, the score is left blank rather than guessed. Knockout questions, such as whether someone holds an active license, flag the answer for review; they never end the interview or reject anyone. A person on your team makes every decision.
12 behavioral interview questions for nurses and care staff
Behavioral questions ask about something the candidate actually did, which is harder to rehearse than a hypothetical and easier to score. For each question, "a strong answer includes" lists what to listen for. Use them in a first-round interview or a hiring manager's interview; for more, see the competency-based interview questions by competency.
For registered nurses
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Tell me about a time a patient's condition changed during your shift. What did you notice first, and what did you do?
A strong answer includes the specific cue (a trend in vital signs, a change in mental status, new pain, a lab result), how they assessed it, who they escalated to and how quickly (charge nurse, provider, rapid response team), how they communicated it, for example with SBAR, and what happened to the patient.
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Describe a shift when you had more to do than time to do it. How did you decide what came first?
A strong answer includes prioritizing by safety and acuity, what they delegated and to whom, asking for help early rather than late, and what they handed off at the end of the shift.
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Tell me about a time you disagreed with a provider's order or plan of care.
A strong answer includes a concern grounded in assessment findings, raising it directly and respectfully, using the chain of command when needed, and keeping the patient's safety at the center of it.
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Tell me about a medication error or near miss that you caught or were part of.
A strong answer includes owning their part, the immediate steps to keep the patient safe, reporting it through the unit's process, and what changed afterward. Be wary of an answer that places all the blame on someone else.
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Describe a time a patient or family member was unhappy with the care.
A strong answer includes listening before explaining, acknowledging the concern, bringing in the right person (charge nurse, manager, patient advocate) and keeping care on track while the issue was resolved.
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Tell me about a handoff that went wrong, or one you improved.
A strong answer includes what information was missing, what it affected, how they fixed it, and what they do differently at handoff now.
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Tell me about a time you taught a patient or family something they needed to manage at home.
A strong answer includes finding out what the person already knew, plain language, a method such as teach-back to confirm understanding, and what they did when the person still didn't understand.
For CNAs, caregivers and patient care technicians
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Tell me about a time you noticed a change in a patient or resident. Who did you tell, and what happened?
A strong answer includes a specific observation (skin, appetite, confusion, mobility, mood), reporting it to the nurse promptly, staying within their role, and following up afterward.
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Describe a time a resident refused care, such as a bath or a meal.
A strong answer includes respecting the person's choice, trying to understand why, trying again in a different way or at a different time, and telling the nurse.
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Tell me about a shift when your unit was short-staffed. How did you make sure everyone was safe?
A strong answer includes putting safety needs first (call lights, toileting, turning, fall risks), telling the nurse what couldn't get done, and asking for help instead of skipping steps.
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Tell me about a time you helped someone with personal care who was embarrassed or upset. What did you do?
A strong answer includes concrete habits: knocking, explaining before touching, keeping the person covered, letting them do what they can for themselves, and asking about their preferences.
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Tell me about a disagreement with a coworker and how you handled it.
A strong answer includes raising it directly and privately, keeping the focus on patients or residents, involving the charge nurse when needed, and how it was resolved.
How do you screen shift workers who can't take a daytime call?
Clinical staff work around the clock, and the screening call is usually scheduled around the recruiter's day, not theirs. A nurse finishing a night shift at 7:30 a.m. is asleep by the time a 10 a.m. screening call comes around. A CNA working a double can't step off the floor to answer the phone. Phone tag eats days, and when clinicians hear from several employers at once, days lose candidates.
An on-demand first round removes the scheduling. With DIO, the candidate opens the link whenever it suits them (after a shift, on a day off, at midnight) and talks for about 15 minutes. There's nothing to book. Each candidate gets one attempt per role, so suggest they choose a quiet moment rather than a hallway on their break.
The recruiter's side needs a routine too: review completed interviews first thing each morning, contact the strongest candidates the same day, and offer later interview slots that respect shift patterns, such as before a night shift starts or on a scheduled day off.
How do you keep the experience good for busy clinicians?
Experienced nurses and caregivers have choices, and a clumsy first round tells them how the job will feel. Candidates are already wary of AI interviews: in Greenhouse's May 2026 survey of 1,200 US job seekers (a vendor survey), 38% said they had walked away from a hiring process because it included an AI interview, and 46% wanted the option to request a human interview instead (Greenhouse, May 2026). What keeps clinicians in the process:
- Say what it is and how long it takes. Before joining a DIO interview, every candidate agrees to a notice that says an AI runs the interview and a person makes the decision. Say the same in your own message, along with how long it takes, and link to what candidates can expect.
- Offer a person. Anyone who'd rather speak with a recruiter should be able to.
- Ask about their practice, not generic traits. Questions about units, patient assignments and real situations respect their experience. "What's your greatest weakness?" doesn't.
- Answer their questions. Clinicians want to know about ratios, orientation, floating, shift differentials and parking. At the end of a DIO interview, candidates can ask their own questions, and DIO answers only from the role's Q&A, which your recruiter reviews. If a question isn't covered, it says so and tells the candidate to check with the recruiter, so write that Q&A carefully.
- Make it accessible. A microphone is needed and a camera never is. Captions are available, and candidates can ask for a question to be repeated or skipped.
- Close the loop within a day or two. A clinician who hears nothing for a week has had a week to accept another offer.
How do you set up an AI first round for a nursing role?
- Start from the job description. DIO drafts an interview plan from it; review and edit every question before you publish.
- Add the factual questions from the table above: license, certifications, units, shifts, start date and pay.
- Mark the true must-haves as knockout questions, such as an active license or the certification the unit requires. They flag answers for review rather than rejecting anyone; the guide to knockout questions covers wording.
- Add two or three behavioral questions from the list above, with anchors that describe weak, adequate and strong answers.
- Write the role's Q&A: ratios, orientation length, floating, differentials and schedule rules.
- Post the role's open link with the job, and review completed interviews daily.
- Verify licenses and certifications for everyone you move forward, through your normal credentialing process.
- Have a person make every decision, and record it.
For how these pieces fit together for clinical roles, see DIO for healthcare hiring.