In 2022, Razorpay was adding engineering roles faster than its talent team could process candidates. Applications were stacking up, response times were slipping, and high-quality candidates were accepting offers from competitors before Razorpay's process had even reached the interview stage.
The problem wasn't the size of the talent team. It was where the time was going.
The Audit That Changed Everything
Before making any changes, Razorpay's talent leadership did something most companies skip: they mapped every hour in the hiring process against a candidate's progression. What they found was that roughly 60% of recruiter time was spent on candidates who would never make it past the first technical screen.
Coordinators were scheduling 45-minute calls for candidates whose resumes clearly didn't meet basic technical requirements. Hiring managers were sitting in early-stage interviews that could have been replaced by a structured async assessment. The funnel was leaking time at the top.
The Changes They Made
First: a structured pre-screen replaced the intro call. Rather than scheduling time with a recruiter as the first step, applicants completed a 15-minute async assessment covering fundamentals relevant to the role. Only candidates who cleared the threshold moved to human interaction.
Second: the recruiter-to-hiring-manager handoff became asynchronous. Instead of weekly syncs to discuss candidate pools, recruiters sent scored summaries with a consistent evaluation template. Managers reviewed on their own schedule and flagged candidates for the next stage without a meeting.
Third: interview panel calendars were pre-blocked. Rather than scrambling to find interview slots after a candidate cleared the pre-screen, Razorpay's engineering teams began pre-blocking two hours per week for interviews — available on demand, no separate coordination required.
What Changed in the Numbers
Time-to-shortlist dropped from 11 days to 4. Overall time-to-hire fell by 38% across engineering roles in the six months following the process change. Recruiter capacity — measured by open roles managed per recruiter — increased by roughly 30%.
Candidate satisfaction scores, measured via post-process surveys, actually improved. Candidates reported that the process felt more structured and respectful of their time — even though the async screening felt less personal than a phone call.
The Less Obvious Lesson
The Razorpay case is often cited as a technology story — a company that used better tools. But the team will tell you differently. The real change was forcing agreement on what "good" looked like before the process started.
Before the redesign, different hiring managers used different criteria. There was no shared definition of what a strong pre-screen score meant. The async assessment forced that conversation — and the alignment it created is what made the rest of the process faster.
Speed follows clarity. The tool just made the clarity visible.
What This Means for Your Team
You don't need to be a Series D fintech to apply these principles. The questions worth asking:
- Where in your process are recruiters spending time on candidates who will not pass the next stage?
- Which handoffs require a meeting that could instead be a structured written summary?
- Are interview panels confirming availability reactively or proactively pre-blocking time?
The candidates who take other offers while you're scheduling aren't a sourcing problem. They're a process problem. And process problems are solvable without adding headcount.
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Content Team
The HireMinds editorial team writes about AI in hiring, recruitment trends, and the future of talent acquisition.