Collins Ibeawuchi

Why I Treat Job Rejection Like a Failed A/B Test

tech
Why I Treat Job Rejection Like a Failed A/B Test

Persistence in the face of rejection and what product management is teaching me about surviving my own search for what's next.

I'm good. I still get rejected. I'm writing this between applications, in the middle of my own search for my next product management seat, which means none of what follows is advice from a safe distance. I'm taking it myself, this week. Rejection is the most democratic experience in the modern job market. It doesn't check your CV for gaps before it decides to humble you. It arrives for the overqualified and the under-qualified with the same form email, the same silence after a final-round interview, the same ATS auto-reply that was never going to be read by a human in the first place. If you are currently collecting “no’s, or worse, collecting silence, you are not behind. You are in the sample. So am I.

The Backlog You Didn't Choose

In product management, nothing ships without a graveyard of versions that didn't. A feature gets scoped, tested and killed before launch far more often than it survives to a release note. Nobody puts “47 failed prototypes” in a company's highlight reel, but every good product has them sitting quietly behind the one that worked.

Your job search is the same pipeline, running in public and so is mine.

My own backlog, right now, has more closed tickets than shipped ones. That's not a confession. It's the job. Every rejection is a build that didn't ship, not proof the product is broken just data that this version, for this market, at this moment, wasn't the fit. The instinct, when a release fails, is to kill the whole roadmap. The discipline the thing that separates people who get hired from people who get discouraged is to run the retro, take the signal, and decide what ships next and what gets churned.

Read the Market Before You Read Yourself

Here's what most advice on rejection leaves out: sometimes the problem isn't the product. It's the market. Global trade patterns are shifting. Hiring budgets move with interest rates, with boardroom caution, with headcount freezes nobody announces publicly. Entire categories of roles compress for reasons that have nothing to do with the candidate on the other end of the rejection email. A product manager who ships into a market without reading its conditions first doesn't get a fair test of the product they get a distorted one. The same is true of you, and it's the same conversation I'm having with myself in real time. Before you let a closed-door pass judgment on your worth, ask what the market itself is doing. You are not the only one in this queue, and the queue itself is longer than usual right now. That is market noise, not a performance review. None of that is permission to stop. It's context for why persistence must be the strategy, not a consolation prize.

Ship the Research, Not Just the Résumé

The candidates who stop getting rejected aren't the ones who apply the loudest. They're the ones who treat the field they're entering like a market to be understood, not a wall to be pushed against. Learn the technicalities inside your sphere the way a product manager learns a user before building for them. Read the job spec like a requirements doc. Study the company’s actual problem, not just its careers page. Show up to the conversation having done the research nobody asked you to do it's the standard I'm holding myself to in every application I send this month, and it's the version of you that stops sounding like every other applicant in the pipeline.

Persistence without direction is just repetition. Persistence with research behind it is a strategy.

Where I'm Headed Next

Here's the transparent part, because transparency is what makes any of this credible: I'm one of the people in this queue right now, looking for my next seat in product management. What I bring to that seat: end-to-end product discovery, MVP definition, Roadmapping and optimisation of a mobile-first travel and hospitality platform at Andinoh; an idea scaled into a movement of 5,000+ young people across 17 countries in Africa through YANGG; systems-level thinking sharpened through youth justice work inside the UK Ministry of Justice; and postgraduate product management training from King's College London layered on top of all of it.

Every rejection along the way is reversible with one more application. A stopped search is the only outcome that's permanent. Job hunting is a jungle in my own words, and I stand by them so don't make it personal, make it procedural. Keep applying. Keep networking. Keep showing up to rooms you weren't officially invited to. I'm doing the same thing this week too, so you're not alone in it. If you're hiring a product manager who reads a system honestly, finds who it fails, and builds for them anyway, I'd like to hear from you.

I'm good. I still get rejected. I'm still shipping anyway and still looking for the team I'll ship with next.

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