Interview guide
When the job asks for more years than you have
“8+ years required” is usually a proxy for scope and judgment, not a hard filter. Don't stretch the number. Say your real experience plainly, then show the scope you've already handled.
Updated October 31, 2026
- State your real years, without apologizing and without hiding it.
- Bridge to scope: systems you've owned, scale, cross-team work.
- Back it up with one or two specific examples.
- Never inflate. Inflated experience falls apart under follow-up questions.
Example wording
“I have six years rather than eight, so I wouldn't overstate that. What gives me confidence about the scope is that I've already owned production data pipelines processing over ten terabytes a month, and I've taken ML models from prototype to monitored production. That's the kind of ownership this role needs.”
Why this works
- It's honest, so follow-up questions can't trip you up.
- It moves the conversation from a number to evidence.
- It sounds confident: no apology, no long justification.
When you haven't used a tool they need
Use the same pattern: say so briefly, then bridge from the closest real experience.
“I haven't used Kafka in production. My closest experience is with Kinesis, so partitioning, consumer lag and replays are familiar. I'd mainly need to learn Kafka's operational details.”
Walk into your next interview prepared
Build an assistant from your resume and the job description, then get speakable answers in real time. Pay by the hour, no subscription.
Keep reading
A simple structure for “tell me about yourself”: present, past, why this role. 150–190 words, with a full example and the mistakes to avoid.
How to use the STAR method (Situation, Task, Action, Result) without sounding scripted, with a full example answer, timing and common mistakes.
Get natural STAR answers to “tell me about a time” questions from your own experience, the right length to say out loud, with no invented stories.