What to screen for
Frontline hiring has a speed problem. Good applicants accept the first reasonable offer, often within days, so a process that waits on a recruiter's phone calendar loses them. At the same time, a resume for an hourly role says almost nothing about whether the person shows up, follows procedure, or speaks up when something is unsafe.
A first-round interview for these roles should focus on a few things and do them well:
- Reliability. Attendance habits, how they handle a missed shift, how they communicate when plans change.
- Safety judgment. What they do when a procedure and a deadline conflict.
- Situational awareness. Noticing problems on the floor or the road before they become incidents.
- Communication. Clear handovers between shifts, reporting issues to a lead.
Example questions
Examples
Written by us for this page. Infyva generates questions for your role from your job description. On Pro and Enterprise you can use a fixed question bank you write yourself.
Your shift starts at 6am and your ride falls through at 5:15. What do you do?
A strong answer contacts the lead early, has a backup plan, and treats the shift as their responsibility. Vague answers or "I would just be late" score lower.
You are told to move a pallet quickly, but the forklift you were assigned has a warning light on. Talk me through what you would do.
Stops, reports it, does not operate unsafe equipment, and finds out what to do instead. Good candidates mention tagging or logging the issue.
Tell me about a time you noticed something wrong at work before anyone else did.
A specific moment, what they noticed, who they told and what changed because of it.
At the end of your shift, what do you tell the person taking over from you?
Open issues, anything unusual, what was not finished and why. Bonus for writing it down.
This role includes weekend and overnight shifts on a rotating schedule. How would that fit with the rest of your week?
An honest, specific answer. This question is about fit, and a candidate who says it would not work has saved you both time.
How the answers are scored
Nova's field and frontline profile ships with a scorecard built for these roles. You can edit the competencies and weights per job.
| Competency | Default weight |
|---|---|
| Reliability | 30% |
| Safety judgment | 25% |
| Situational awareness | 25% |
| Communication | 20% |
Each answer is transcribed and scored against these competencies with a short explanation. A competency score cannot sit more than 15 points above the answer it cites, so the scorecard cannot run ahead of the answers. Scores reflect what the candidate said, not how they said it: accent, tone of voice and speaking style are not evaluated. That matters for frontline roles, where many strong applicants are not native speakers of the interview language.
What the report shows
- Each answer recorded on its own and transcribed, so a site manager can listen to the safety question in thirty seconds.
- Per-competency scores with reasoning, plus strengths and concerns.
- Integrity notes tied to the answer they happened on, such as leaving the tab or pasting.
- A link you can share with a site or shift manager, who can review without an Infyva account.
Candidates then move through the six-stage pipeline (Applied, Screened, Interviewed, Offer, Hired, Rejected), so everyone on the hiring team sees the same picture of each batch.
Tips for high-volume frontline hiring
- Keep it to five or six questions. The invite tells candidates roughly how long it will take. Short interviews get finished.
- Use one question bank per role across sites (Pro and Enterprise). It keeps the process consistent and makes candidates comparable across locations. See our structured interviews guide.
- Put the shift pattern in the job description. Questions are generated from it, so honest details about hours, lifting and equipment produce honest answers.
- Check local rules. If you hire for roles in New York City, read our Local Law 144 guide before you start.
- Only completed interviews count. Candidates who never start do not use a credit, which helps when drop-off is high.
Frequently asked questions
Is an AI interview too much for hourly roles?
It can be, if it is long. Keep it to a handful of questions about reliability, safety and the shift itself. The invite tells candidates roughly how long the interview takes, worked out from the number of questions and the answer time you set.
Do candidates need to install anything?
No app is needed. The interview runs in the browser from the invite link, with a microphone check before the first question.
Can a site manager review candidates without an Infyva account?
Yes. Share the report link and the site manager can listen to answers and read the scores without signing up.
How do I keep the process fair across sites?
Use one scorecard for the role across every site, and on Pro or Enterprise one fixed question bank, so each candidate is asked the same questions and judged on the same competencies.