Save Time Hiring with AI: Automate Screening, Assessments & Interviews

## AI Recruitment Automation Pipeline - Resume Parsing, GPT-4 Evaluation, Assessment Triggers & Interview Scheduling This end-to-end **AI-powered recruitment automation workflow** helps HR and talent acquisition teams automate the complete hiring pipeline—from **resume intake and parsing** to **GPT-4-based evaluation**, **AI approvals**, **assessment delivery**, and **interview scheduling**. Built using **n8n**, this template integrates with **OpenAI GPT-4**, **Google Sheets**, **Google Drive**, **Slack**, and **SMTP** to reduce time-to-hire, improve candidate quality, and eliminate repetitive manual tasks. The workflow enables scalable, consistent, and intelligent decision-making by automating resume evaluation, semantic fit analysis, and candidate communication. This template is ideal for **recruiters**, **AI teams**, and **founders** looking to optimize hiring for tech, sales, support, and other roles with high applicant volume. --- ### Who is this for? - HR and AI teams handling high-volume recruitment - Startups and SMBs looking to reduce hiring time and cost - Hiring managers seeking to automate CV parsing and candidate evaluation --- ### What problem does this solve? - Eliminates manual resume screening - Sends real-time updates to AI team on assessment completion - Automates assessments, scoring, and interview scheduling - Keeps candidate communication consistent and timely --- ### What this workflow does #### Smart Resume Intake Form - Collects candidate data: name, email, phone, LinkedIn, job role, and CV (PDF). - Custom-designed UI with branding-ready CSS. #### PDF Resume Parsing & Storage - CV is uploaded to a dedicated **Google Drive** folder. - Resume text is extracted for semantic analysis. #### AI-Based Candidate Evaluation (GPT-4 via LangChain) - Extracts: City, Education, Job History, Skills. - Summarizes candidate profile (100 words). - Retrieves and summarizes job description from **Google Sheets**. - Performs detailed evaluation: - Semantic fit scoring (0-100%) - Key matches and skill gaps - Soft skills extraction - Red flag detection (job-hopping, missing info) - Final score (1-10) with rationale #### Google Sheets Integration - Logs and updates candidate data at each stage: `CV Submitted → Scored → Shortlisted → Assessment Sent → Interview Scheduled → Rejected` #### AI Approval via Email (Send & Wait) - AI receives evaluation summary and gives one-click **approve/reject**. - Approved → Status: Resume Selected - Rejected → Status: Resume Rejected #### Assessment Trigger (Post Approval) - Sends assessment link to shortlisted candidates. - Notifies AI via **Slack and Email** when assessment is submitted. #### Interview Scheduling - Sends **Calendly link** for self-scheduled interview booking. - Candidate receives detailed next-step instructions. #### Status-Based Candidate Emails - Automatically sends: - Shortlisting confirmation + interview setup - Rejection email with branded message --- ### Business Benefits - **Save 80%+ time** spent on manual resume reviews and coordination - **Reduce cost-per-hire** by eliminating manual tasks - **Improve hiring accuracy** with structured, AI-based decision-making - **Scalable recruitment** for 100s of candidates per week - **Enhance candidate experience** with instant status updates - **Centralize data** in Google Sheets for full team visibility --- ### Setup Instructions #### 1. Google Service Account Setup (One-time) Before using Google Sheets or Google Drive in n8n: - Go to [Google Cloud Console](https://console.cloud.google.com/). - Create a **Service Account** under your project. - Enable these APIs: - Google Sheets API - Google Drive API - Download the **JSON credentials** for the service account. - IMPORTANT: Share your target Google Sheets and Docs with the **service account email** (e.g., `your-service-account@your-project.iam.gserviceaccount.com`). --- #### Add Applicants Details to Google Sheet - **Document**: Select the `Profiles` Google Sheet document. - **Sheet**: Select the `Applicants Details` sheet. - **Fields to Map**: - `EMAIL`: `{{ $(On form submission).item.json.Email }}` - `DATE`: `{{ $now.format(dd-MM-yyyy) }}` - `NAME`: `{{ $(On form submission).item.json.Name }}` - `LINKEDIN URL`: `{{ $(On form submission).item.json[LinkedIn Profile URL] }}` - `JOB PROFILE`: `{{ $(On form submission).item.json[Job Openings] }}` - `STATUS`: `CV SUBMITTED` - `LAST UPDATED DATE`: `{{ $now.format(dd-MM-yyyy hh:mm:ss) }}` --- #### Extract Applicants Resume Text - **Text**: `{{ $(Extract from File).item.json.text }}` --- #### Get Job Description from Google Sheet - **Document**: `Profiles` - **Sheet**: `Job Openings` - **Filter**: - **Column**: `Job Profile` - **Value**: `{{ $(On form submission).item.json[Job Openings] }}` --- #### Save Evaluation Results in Google Sheets - **Document**: `Profiles` - **Sheet**: `Applicants Details`

Platform

n8n

Category

HR & Operations

Price

Free

Creator

Aayushman Sharma

• if
• noOp
• slack
• switch
• emailSend
• stickyNote
• formTrigger
• googleDrive
• googleSheets
• splitInBatches