How We Screen 80 CVs in 15 Minutes Using TalentBuddy

Hiring in Pakistan has become a volume game that most HR teams are losing. Whether you are a small agency in Lahore or a growing tech firm in Karachi, the moment you hit "Post" on a job board, you are hit with a wave of applications that is impossible to manage manually. This post breaks down why the old way of hiring is failing and how automated CV screening in Pakistan is finally giving HR managers their time back.

Why manual CV screening is broken in Pakistan

The primary challenge for Pakistani HR teams is the sheer lack of friction in the application process. On platforms like LinkedIn or Indeed, candidates often apply to every open position regardless of their actual qualifications. For a single "Marketing Manager" role, it is common to receive 300+ applications, where a significant portion comes from candidates with no marketing background at all.

The exact TalentBuddy screening pipeline

Step 1: Job Import and Rubric Creation

The job post is imported from LinkedIn or entered directly into TalentBuddy. The AI parses the requirements and builds a scoring rubric automatically.

Step 2: Intelligent CV Parsing

When CVs arrive, each one is processed against the rubric. The AI extracts the relevant information, maps it to requirements, and outputs a score from 0–100.

Step 3: Ranking and Archiving

The top 20% are flagged for human review. The rest are archived with a full audit trail. Your HR team sees a ranked list, not a pile of PDFs.

Step 4: Automated Voice Information Gathering

For the top candidates, TalentBuddy initiates a voice call to collect any missing information—salary expectations, notice period, or specific project details. The AI handles this naturally, in Urdu or English.

Step 5: Final Shortlist Delivery

The result: 80 CVs processed in ~15 minutes of compute time. Your HR team reviews the top 5–10 candidates and books interviews.

Before and after: a real hiring scenario

Before TalentBuddy: 450 applications, 28 hours spent. After TalentBuddy: same 450 applications, 3 hours spent, top 12 candidates identified, ready for interviews.