Employer guide
Level-Aware Shortlists: Stop Screening Title Inflation in India Tech Hiring
Title inflation wastes screens: a Staff label on a resume does not prove Staff scope. Seed-to-Series B India tech teams often see keyword piles where titles match but skills and level do not. FeedbackAI ranks applicants by AI match score against your live job description — seniority, skills met vs missing, and comp alignment when data exists — so you review level fit before the first call. Scores inform ranking; they do not auto-reject. Pair ranked inboxes with structured assessments on interview rounds when you need proof beyond the resume.
Last updated 22 October 2026
Staff title, junior scope — why keyword piles fail
The painful pattern: hundreds of applicants, half with inflated titles, and interviewers discovering mismatch on minute ten of a call.
Job boards optimise apply volume, not level alignment. Without a fit signal upstream, hiring managers become the filter — the most expensive one you have.
Four signals of title inflation on incoming CVs
- Title jump without matching scope bullets (Staff title, mid-level IC tasks in the last role).
- Skill list keyword-stuffed but no evidence in project descriptions.
- Tenure too short for the claimed seniority band on complex domains.
- Comp expectations or location mismatch hidden until late-stage calls.
A level + skills + scope checklist
Before a phone screen, align on three columns: required skills from the JD, expected seniority band, and scope (ownership vs execution). Match scores map resume parsing to those columns so the inbox is ordered by fit, not apply time.
Workflow: post JD → ranked shortlist → human screen
Post the role with explicit level and skills. Applicants and matched candidates appear ranked by match score. Review the top band, note gaps, then advance to structured assessments or live rounds.
For pipeline software patterns, see the recruiter pipeline buyer guide and reduce wrong-fit applications playbook.
Honest enrichment (comp and culture)
When Glassdoor enrichment exists on company pages, use pay bands and interview notes as secondary context — never invent ratings or culture scores.