HR & Recruiting quick to set up

HR Resume Screening & Interview Prep

New application? The agent screens the resume against job requirements, logs the score.

Verified 2026-07-07

HR-Recruiting

What it does

You save time on initial recruitment by having this agent automatically screen new applications against your job requirements in Google Sheets. It logs scores for every candidate and instantly sends tailored interview questions to your team via Telegram for shortlisted applicants.

How it works

When it runs: Triggered by an event · Manual · on new application via form
How hands-off: Assists you, you do the final step
Setup: Quick setup · under an hour
Works with: n8n Form Trigger, Google Drive, OpenAI Chat Model, Google Sheets, Telegram

Tools that fit

Services

n8n Form Trigger : Capture candidate details and CV upload

Google Drive : Store uploaded resume files

Google Sheets : Store job requirements, log results, and manage applicant data

Telegram : Send real-time alerts to the hiring team

LLM

OpenAI Chat Model : Provide LLM capabilities for screening and question generation

Watch out for

Resume parsing can fail on complex layouts so add error handling to log failed extractions and notify HR manually.
Google Sheets API rate limits may block bulk updates so implement a small delay between write operations to stay within quotas.
PII data in resumes must be handled securely so ensure the n8n workflow runs over HTTPS and restricts access to sensitive sheets.
LLM hallucinations might generate irrelevant interview questions so add a validation step or strict system prompts to keep output focused.

Seen in the wild

n8n: Automate HR Recruitment with OpenAI Resume Screening & Interview QnA Genera template

Want this running in your business?

This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.

Get in touch

Who it's for

Built for HR and recruiting teams who need a repeatable first pass, not a one-off.

Frequently asked questions

Who is this for?

HR and recruiting teams, or anyone doing hr & recruiting work who wants this handled automatically rather than manually.

How long does it take to set up?

Quick setup: plan for under an hour to get it running end to end.

Related use cases

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