7 Lakh+ evaluated profiles.
Every one scored against your JD.

The HyrEzy database is not a scraped job board export. Every profile has been ingested, AI-extracted, skill-evidence analysed, externally verified, and embedded for semantic search. 9,111 IIT alumni. 48,170 GitHub-verified engineers. 7,07,237 profiles total.

Sourced through career portals, recruiter networks, Chrome extension ingestion, and candidate applications. No CV is stored without processing.

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7 Lakh+
Evaluated profiles
7,07,237 total — tech and non-tech
70,000+
Premier institution alumni
IIT · IIM · NIT · BITS · IISc · XLRI and more
48,170
GitHub-verified engineers
Repos, stars, contributions — not just a link
19
Evaluation dimensions
Vantage Intelligence score — JD-specific, evidence-backed
3,695
Behance-verified designers
Portfolios checked for design and visual roles
1,500+
Placements since 2012
In product companies and funded startups

70,000+ alumni from India's top institutions

HyrEzy defines Premier Tier as: all IITs (incl. ISM Dhanbad), all IIMs, ISB, all BITS campuses, IISc, all NITs, all IIITs, XLRI, FMS Delhi, MDI Gurgaon, TISS, SPJIMR, IIFT, JBIMS, DTU, NSUT, NSIT, SRCC, COEP, VJTI, ICT Mumbai, PEC, NLUs, and IISERs. Every profile is verified against resume text — not just a self-reported institution name.

The institution breakdown below represents actual verified alumni in the HyrEzy database — candidates who have submitted resumes, been sourced, or applied through the career portal. These are real counts, not estimates.

INSTITUTIONCOUNTTIER
IIT (all campuses + ISM)9,111Premier
IIM (all campuses)9,944Premier
NIT (all campuses)7,760Premier
BITS (all campuses)2,541Premier
IIIT (all campuses)1,771Premier
ISB Hyderabad786Premier
XLRI Jamshedpur727Premier
VIT, Manipal, SRM, Thapar12,000+Good
Delhi Univ, Mumbai Univ, Pune Univ8,000+Good
DTU, NSIT, COEP, VJTI3,500+Good
Symbiosis, NMIMS, FORE, IMT2,800+Good

External signals — beyond the resume

HyrEzy fetches and validates public profiles to independently verify what candidates claim in their resumes.

🐙
48,170GitHub

Repositories, stars, contribution frequency, languages, open-source activity — linked and verified against resume claims.

🧑‍💻
2,140coding-platform profiles
LeetCode 1,458Stack Overflow 305Kaggle 297Codeforces 80

Contest ratings, problems solved, reputation, competition results and activity. 1,207 of them already have ratings and activity pulled into the candidate record.

🎨
3,695Behance

Portfolio quality, client work, design discipline — for product design, UI/UX, and visual communication roles.

How every profile is built

Profiles are not stored as uploaded CVs. Every resume enters a six-step enrichment pipeline before it reaches the searchable database. No profile is considered enriched until all six layers are complete.

01
Resume text extraction
Every resume is parsed using pdfplumber and a custom OCR fallback. Resume text is the primary evidence source for all downstream enrichment.
02
AI field extraction
Vantage AI extracts 25+ structured fields from resume text — designation, company, domain, skills, projects, education, and more. No structured data is taken at face value without text evidence.
03
Skill evidence analysis
Skills are matched against actual project descriptions in the resume. Every verified skill gets a frequency count showing how many projects contain direct evidence.
04
External signal verification
GitHub, LeetCode, Stack Overflow, Kaggle, Codeforces and Behance profiles are fetched and validated. Contribution frequency, repo quality, and public output are scored — not just the existence of a link.
05
19-dimension Vantage scoring
Every profile is scored against a generalised baseline. When a specific JD is available, the score is recalculated as a fit score — different dimensions weighted differently per role.
06
Vector embedding
Every profile is embedded using Mistral's 1024-dimension BGE model and stored in Qdrant for semantic search. Enables finding candidates whose profile language doesn't match the JD keywords but whose actual work does.
See what talent exists before you hire

Search by role, city, skills, and experience. See how many candidates match, with their experience, skills and education, before you commit to a mandate.

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Questions about the database

How many candidates are in the HyrEzy database?

The HyrEzy database contains 7,07,237 evaluated profiles as of September 2026. This includes tech roles (engineering, data science, ML, product, DevOps, design) and non-tech roles (sales, marketing, operations, finance, HR). Profiles span 0 to 25+ years of experience, across all major Indian cities and remote candidates.

How many IIT and IIM alumni does HyrEzy have in its database?

HyrEzy's database includes 9,111 IIT alumni (all campuses including ISM Dhanbad), 9,944 IIM alumni (all campuses), 7,760 NIT alumni, 2,541 BITS alumni (all campuses), 1,771 IIIT alumni, 786 ISB alumni, and 727 XLRI alumni. Combined, HyrEzy has over 70,000 profiles from Premier Tier institutions including IISc, DTU, NSIT, COEP, VJTI, NLUs, IISERs, FMS Delhi, MDI Gurgaon, TISS, JBIMS, and SPJIMR.

How does HyrEzy verify skill claims on resumes?

HyrEzy's Vantage Intelligence system analyses the full text of every resume, extracting skills from project descriptions rather than the skills section. A skill is marked "verified" only when it appears in the context of an actual project or work output. Skills listed in the skills section without project evidence are marked "claimed — no project evidence" and flagged separately in the candidate report. This distinction is one of the most valuable outputs of the evaluation process.

What external signals does HyrEzy use beyond the resume?

HyrEzy fetches and validates GitHub profiles (48,170 verified — repositories, contribution frequency, languages used, open-source participation), 2,140 coding-platform profiles (LeetCode 1,458, Stack Overflow 305, Kaggle 297 and Codeforces 80, with ratings and activity pulled for 1,207 of them), and Behance portfolios (3,695 — for design and visual communication roles). These signals are used to independently validate technical claims made in resumes and to identify candidates whose public output is stronger than their CV suggests.

Can I search the HyrEzy database before submitting a mandate?

Yes. HyrEzy offers a public talent search at hyrezy.com/talent-search where companies can search by role, city, skill, and experience range and receive a live count of matching profiles with their experience spread, top skills, city distribution and education tier breakdown. No candidate names, contacts, or identifying information are shown. This lets companies check talent availability before committing to a mandate. Salary benchmarks are published separately in HyrEzy's market reports.

7 Lakh+ profiles. Which ones fit your mandate?

Submit a mandate and let Vantage Intelligence score the full pool against your JD in hours. Vetted shortlist in 5 working days.*

Working days from the calibration call. Senior or niche roles can take longer; interview and offer timing are set by your team.

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