How Jev improves candidate screening

30 Sept 2026 · 1 min

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In this clip, Eric Siu explains how Single Grain uses two internal tools—Juicebox and Jev—to streamline and improve candidate screening and outreach. Juicebox provides an agentic recruiting system that first shortlists applicants and then scores them against the company’s "Frozen Hire Bar," a classifier that flags only truly hire‑ready candidates and prevents premature InMail messages. Siu describes how, without such a classifier, the process becomes messy with many unqualified leads. He also outlines a tiered lead system (Tier 1‑3) to prioritize high‑quality candidates and suppress outreach to low‑value or recent contacts (e.g., people spoken to in the last 90 days). Finally, he frames the integration of Jev as an upgrade to existing workflows, calling the enhanced, automated hiring process "God mode."

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It looked through all of the people that have been applying to work at my company, Single Grain. This is an example. Juicebox is one of our tools over here, right? It helps with agentic recruiting. Shortlisted 100 people and said, it said, Jeff, score them against the Frozen Hire Bar. That's the hiring bar that we have, right? None were marked ready for InMail. When we're unsure or thin, we hold. We don't pretend that they're hire ready, right? So stop emailing people who only look good on a title. So we weren't able to do that. And so it got really messy, right? There's just more to sort through when you don't have a classifier. Tier 1 to tier 3 leads. These are higher level leads, right? Which ones do we suppress? So which ones, which ones do we stop emailing? Which customers do we not email when it comes to doing sales outreach or recent contacts, like people we talked to maybe in the last 90 days or so, and maybe we didn't win the deal or whatever it is exactly. What we've been doing with Jev is we've basically been upgrading the main workflows that we've been using. And so whatever you're using a lot of, I would just consider this to be an upgrade to what you're doing. And that's why I call it God mode, right?