Resources
Guides for hiring technology talent on evidence.
Written for recruiters, hiring managers and talent leaders across India's IT services firms, product companies, GCCs and staffing partners — and for the candidates they hire.
Guide · AI recruiting
AI recruiting in India: what it is, where it helps, and how to use it responsibly
A practical, hype-free guide to AI recruiting for India tech hiring teams — what AI should do, what it must never do, and how to keep recruiters in control.
9 min read
Verified talent
Verified talent: what 'verified' should really mean in tech hiring
Most 'verified' badges verify very little. Here is how to separate claims from evidence, what each type of verification proves, and why a human must sign off.
9 min read
AI candidate matching
AI candidate matching explained: keyword vs semantic vs evidence-based matching
Keyword filters reward stuffed resumes and fit scores hide their reasoning. Evidence-based matching shows, requirement by requirement, what a candidate has actually shown.
10 min read
Recruitment automation
Recruitment automation: what to automate, what never to automate, and how to track offer to joining
Automate the admin, not the judgement. A practical split of recruiting tasks, plus how to track the long, risky stretch from interview to offer to joining.
9 min read
Technical hiring
Technical hiring in India: from structured job descriptions to confirmed joining
How to run technical hiring on evidence instead of keywords — from writing a structured JD to keeping a selected engineer warm through a 90-day notice period.
9 min read
IT recruitment
IT recruitment in India: lateral hiring across services, product companies and GCCs
A practical guide to lateral IT hiring in India — how services, product companies and GCCs differ, how to handle CTC, notice buyouts and counter-offers, and how to track candidates all the way to joining.
9 min read
SAP recruitment
SAP recruitment in India: hiring for the S/4HANA migration wave
How to hire SAP consultants and developers for ECC-to-S/4HANA programmes — the roles, the migration approaches, and the questions that separate real project experience from resume vocabulary.
10 min read
AI recruitment
AI recruitment in India: hiring ML, GenAI and MLOps engineers on real evidence
How to hire for AI, ML and GenAI roles without being misled by buzzwords — plus how to use AI responsibly in your own recruitment process.
10 min read
Hiring decisions deserve evidence.
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