AI-Powered Resume Screening and Behavioral Interview Assessment

Name: AI-Powered Resume Screening and Behavioral Interview Assessment
Rating: 5 (5 reviews)
Author: Free N8N

Advanced

29 nodes connected

detail.loadingPreview

Free N8N Temples

363 views

15 downloads

RecruitmentAIATSHRLangchainRecruitment

Automates resume screening and behavioral interview analysis using AI for efficient candidate evaluation.

About This Workflow

This workflow automates the initial stages of the recruitment process, from parsing resumes to conducting and evaluating AI-driven behavioral interviews. It leverages n8n's capabilities with Langchain, Google Drive, and Notion to streamline candidate assessment, providing structured feedback and scores for hiring managers.

Key Features

Automated Resume Parsing: Extracts key information like education, job history, and skills from resumes.
Job Description Matching: Compares candidate qualifications against job requirements.
AI-Powered Evaluation: Utilizes AI to score candidate suitability and provide detailed rationale.
Behavioral Interview Analysis: Analyzes transcripts and audio from AI-driven interviews to assess candidate behavior.
Data Integration: Updates Notion ATS and Google Sheets for comprehensive tracking and reporting.

How To Use

Application Submission: Candidates apply via an n8n form embedded in job postings, providing a Job Code.
Resume Processing: The workflow extracts resume data (nodes Upload CV, Extract Resume, Applicant Qualifications, Applicant Personal Data).
Job Description Retrieval: Fetches the relevant job description from Notion ATS (node Sticky Note6).
Resume-to-Job Matching: Compares resume details against the job description (nodes Applicant Summary, HR Expert, Structured Output Parser).
ATS and Google Sheets Update: Records the initial screening results (nodes Sticky Note20, Sticky Note23, Sticky Note24 - Note: These seem to be placeholders or incomplete. The actual update nodes are missing from the provided snippet, but implied by the sticky notes).
AI Behavioral Interview Trigger: Qualified candidates are invited to an AI behavioral interview (node Sticky Note12, Sticky Note21).
Interview Data Ingestion: The workflow receives data from ElevenLabs webhook (node ElevenLabs Web Hook).
Transcript and Audio Processing: Extracts and maps interview data (nodes ai_convo_items, Extract_Audio).
AI Agent Assessment: An AI agent evaluates the interview transcript and provides a score (node AI Agent).
Notion Database Update: Updates the Notion ATS with interview assessment results (nodes Filter_Notion_db, Update Notion DB - Note: Update Notion DB is implied but not explicitly present in the provided JSON).

Apps Used

ATS

Langchain

Recruitment

Workflow JSON

{
  "id": "64ae9598-38e2-4ff2-89c2-1715c8f6600c",
  "name": "AI-Powered Resume Screening and Behavioral Interview Assessment",
  "nodes": 29,
  "category": "Recruitment",
  "status": "active",
  "version": "1.0.0"
}

Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.