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HireIQ Candidate Screener
AI-Driven Recruitment • TalentOS
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Project Overview

Professional agencies and corporate HR departments handle hundreds of resumes weekly, resulting in severe bottlenecks. Manual reviews of entry-level and technical applicants are slow, vulnerable to implicit bias, and challenging to track consistently across partners.

DeveloperBee designed and implemented **HireIQ** (TalentOS) — an automated candidate screening platform. HireIQ leverages advanced document intelligence to parse resumes, structures grading matrices for target roles (e.g., Sales, Accounts, article clerks), and conducts AI-assisted evaluation loops to fast-track decisions.

The Recruitment Pain

  • Review Fatigue: Screening high volumes of junior resumes took HR managers 15–20 hours weekly.
  • Evaluation Discrepancies: Different partners graded candidates on differing scales, making standards inconsistent.
  • Applicant Drop-offs: Delayed interview feedbacks led to high dropout rates for top-tier candidates.
  • Resume Parsing Gaps: Legacy parsers failed to extract project details and local certifications in India.

HireIQ Core Features

Resume Parser AI

Extracts career history, GPA, technologies, and certifications from PDF/Word documents in seconds.

Grading Scorecard

Evaluates candidates on standardized metrics tailored for specific roles (e.g. Sales, Clerks, Engineering).

Context Evaluation

Analyzes candidate background data and produces formatted feedback summaries for interviewers.

Business Impact

  • Screening Time: Average resume review cycles cut from 8 days to under 12 hours.
  • Adoption: HR teams reported saving 15+ hours weekly on high-volume scheduling tasks.
  • Quality Index: Standardized scorecards improved first-round selection alignment by 34%.
HireIQ Talent Screener Dashboard v1.0
Active Job: Sales Executive
Karan Shah
Experience: 3 Years · Mumbai
Match: 92%
Pooja Sharma
Experience: 1 Year · Pune
Match: 76%
Rohan Joshi
Experience: 4 Years · Thane
Match: 88%

Karan Shah

Target Role: Sales Executive

Match Score: 92%
Resume Parser Highlights
Top Skills Extracted:
Direct B2B Sales CRM Pipelines Negotiation Lead Scoring
Automated AI Feedback

Candidate has strong direct sales experience in Mumbai. Demonstrates high commercial awareness, having scaled lead conversion by 25% in his previous job. Perfect alignment with our CRM requirements. Recommended for immediate partner interview round.

Grades Scorecard
9.0/10
Communication
8.5/10
Technical Fit
9.2/10
Problem Solving
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