A handful of rejections is normal and doesn't need diagnosing. If a real pattern is showing up — consistently not even getting a first reply, or consistently reaching an interview but never passing it — that is worth genuinely diagnosing, rather than guessing at a fix or, worse, changing everything at once and losing track of what actually helped.
| Pattern | Likely stage | Where to look |
|---|---|---|
| Rarely get a reply at all | CV / application | CV clarity, portfolio links working, whether the CV is tailored at all |
| Get replies, but the first call goes nowhere | Screening | Communication, clarity about what you want, basic fit signals |
| Pass screening, fail the technical round | Fundamentals or project depth | Revisit core concepts; make sure you can defend your own projects in real depth |
| Fail specifically at live coding | Process under pressure | Practice thinking out loud (see the earlier lesson); this is a distinct skill from knowing the material |
| Get to final rounds, don't get the offer | Fit, or genuinely close competition | Often less fixable directly; frequently just needs more attempts, not a different approach |
Where in this sequence things consistently break down changes what is actually worth working on next. Fixing your CV does nothing if the real problem is technical fundamentals; drilling algorithms does nothing if applications aren't even generating replies in the first place.
Track every application: date, company, stage reached, any feedback received. After ten to fifteen data points, a genuine pattern is usually visible — reacting to any single rejection in isolation is reacting to noise, not signal.
Ask someone else to review your CV, watch you do a mock interview, or look at your portfolio with fresh eyes. Self-diagnosis has a real blind spot here — the exact same gap that's causing rejections is often invisible to you precisely because you don't know what you don't know.
If several things are adjusted simultaneously — a new CV, a new interview style, new projects, all at once — and results improve, there is no way to know which change actually mattered, which makes the next round of troubleshooting just as blind as this one. Change the thing the evidence points to most clearly, then genuinely give it a fair number of attempts before adjusting again.
Sometimes consistent rejection at the technical stage means a real skills gap that needs more study time, not a better interview technique — and that is a completely legitimate, fixable, temporary answer, not a verdict on your fundamental ability. Recognising it plainly and returning to focused practice for a stretch of time is a reasonable, deliberate strategy, not a failure or a step backward.