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Why I Built Korotchaim

200 applications, three callbacks. Either I was uniquely terrible, or the system was broken. Spoiler: it was the system. This is the story behind Korotchaim.

Pavel Stegnii5 min readקרא בעברית

I sent 217 job applications between January and June 2025. I got three interviews. One of them was a referral, so really I got two.

That's a callback rate of just under one percent.

I'm a senior backend engineer with eight years of experience, two production systems running at scale, and a Hebrew CV plus an English CV that I'd polished obsessively. I'd done LinkedIn courses on resume writing. I'd asked friends in HR to review my materials. I'd run my CV through every "free ATS checker" the internet had to offer.

And I was getting the same one percent that someone applying with a typo-ridden Word document was getting.

That's the moment I realized the problem wasn't my CV. The problem was that nobody had taught me to read the situation.

The Israeli tech market doesn't reward effort

Here's what I'd assumed: send more applications, get more interviews. It's a numbers game. Volume wins.

That's wrong, and it's wrong specifically in the Israeli market.

A recruiter at a mid-sized Israeli startup screens 80-150 applications per role per week. They spend somewhere between 7 and 15 seconds on each one before moving to the next. Most applications never reach a human at all — they get filtered out by an ATS (Comeet, Greenhouse, Workable, or Lever depending on the company) that's looking for specific keyword density and CV structure.

So a one-percent callback rate isn't a sign you're a bad candidate. It's a sign that 99% of your applications were:

  1. Filtered out by an ATS before any human saw them
  2. Filtered out by a recruiter in 8 seconds because the relevant signal wasn't in the top half of your CV
  3. Filtered out by a hiring manager because your application looked like 200 others they got that day

None of those are about you being a bad engineer. They're about you not being legible to the system.

What "legible" means in Israeli tech

After my fourth month of one-percent callbacks, I started doing something different. Instead of sending more applications, I started reverse-engineering rejections.

I'd take a job description, paste it into a doc, and write next to each requirement how my CV signaled it. Most of the time, my signal was buried in the third bullet of the second job. Sometimes it wasn't there at all — I had the experience but I'd never written it down because it felt obvious.

For an Israeli backend role at Wix or Monday or Mobileye, the recruiter is looking for:

  • Stack signal in the top third — Node, Python, Go, whatever they use. If their JD says "Go" and your "Go" is on line 47 of your CV, you're invisible.
  • Scale signal — "served X requests/day" or "managed Y million records." Israeli companies, especially the unicorns, hire for scale. If you've done it, say it. If you haven't, find the closest equivalent in your experience.
  • The military line — for Israeli candidates, your unit and role matter more than you think. 8200 alumni signal one thing, Mamram alumni signal another, Atuda signals a third. International candidates skip this section, which is fine, but Israeli hiring managers absolutely read it.
  • Recent specificity — what you did in the last 18 months matters more than what you did six years ago. Most CVs invert this.

When I rewrote my CV with these four things in mind, my callback rate went from 1% to 8% in three weeks. Same person, same experience, same companies. Different presentation.

That eight-fold improvement is what convinced me there was a tool worth building.

Korotchaim is not magic

Let me be direct about what Korotchaim does and doesn't do.

It does:

  • Read a job description and your CV side-by-side
  • Show you exactly which signals the recruiter is going to look for
  • Score your match with category breakdowns (technical skills, experience, education, cultural fit, soft skills, languages, industry relevance, format)
  • Generate an adapted version of your CV that emphasizes the right signal for that specific role
  • Generate three cover letter variants — story, metrics, fit — so you can pick what feels right
  • Run mock interviews with feedback so you're not learning to interview during the real thing
  • Track your applications so you can see your funnel and find the leak

It does not:

  • Get you a job you're not qualified for
  • Apply automatically to roles for you (most ATS systems block this and rightfully so — auto-apply is how spam happens)
  • Replace networking, which still drives 30-40% of senior Israeli tech hires
  • Generate a fake CV that lies about your experience

The tool is for the gap between "I have the right experience" and "the right experience is visible to the recruiter in 8 seconds." Most Israeli tech candidates are stuck in that gap.

Who this is for

If you're sending applications into the Israeli tech market and getting silence — Wix, Monday, Mobileye, Lightricks, Wiz, Check Point, ironSource, JFrog, Riskified, AppsFlyer, Tabula, the smaller Series A and B startups around Tel Aviv and Herzliya — Korotchaim is built for you.

It's specifically not built for:

  • Career C-level executives applying through retained search (you don't need a tool, you need an executive recruiter)
  • People applying to government roles or large traditional Israeli companies that hire by miluim/network exclusively
  • Junior candidates with zero experience trying to bypass the bootcamp-to-first-job process (you need to ship code publicly first; tools come later)

If you're a software engineer, a product manager, a designer, a data scientist, an SRE, a security engineer, or any of the adjacent specializations that make up Israeli tech — and you're frustrated by the silence — this is for you.

What's next

I'll be writing weekly here. Topics I want to get to:

  • The most common CV mistakes I see in the Israeli market — with examples
  • How Comeet, Greenhouse, and Workable actually filter your CV (they're not the same)
  • What the Israeli technical interview really tests — and what it doesn't
  • Why the cover letter Israelis actually read is six sentences, not six paragraphs
  • The state of Israeli tech hiring quarter by quarter, with real numbers

If you've got a topic you want covered, find me on LinkedIn — I read everything that comes through.

The market doesn't reward effort. It rewards being legible. The goal of Korotchaim is to make you legible.

— Pavel

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