First, a disclaimer: no one is good at everything, and I never look for “perfect” candidates. I do believe in amplifying your strengths and minimizing weaknesses. Authenticity matters; it's always better to keep your personality and find an environment where you can truly be yourself.
Motivation matches reality
The homework showsThey explain exactly why they applied and how it connects to their interests. They've done their homework. If you bring the wrong assumptions to the table — wanting to be a pure people manager in a hands-on EM role, say — that mismatch costs you the job.
Insightful questions
A huge positive in the notesThey also show motivation by asking insightful questions about the company, product, and team. This demonstrates expertise, and it is a huge positive in my feedback notes.
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The questions worth asking, and the ones to skip →Smooth conversational flow
Easy to talk toThey are polite and engaging, and they listen actively. They don't over-talk, and they manage time well. In my interviews I often share context up front, and I appreciate candidates who pay attention to that context and adapt to it — for example, when asking their questions. I mark them as “easy to talk to” with “good communication skills”.
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Rehearse a live round, out loud →Self-driven autonomy
No waiting for instructionsHiring managers need reassurance that you will drive work forward without waiting for instructions. In small companies, roles are not well defined, so you are expected to wear multiple hats; in big companies, priorities and scopes are not always clear, so you are expected to navigate through uncertainties. Demonstrating this through past projects ticks an important box.
Preparation = perceived skill
Revise your own workAssuming your CV is honest and you passed the recruiter screen, you likely have the baseline skills. At this stage, perceived skill often comes down to preparation. I usually dive deep into candidates' recent projects to understand impact. But let's be honest: no one remembers every detail on the spot, so revise your past work. Even if there's a skill gap, good preparation lets you discuss the challenges intelligently, and might get you hired for “potential”.
Calibrd resources
Building reusable stories from your past work →Mock a full round that pushes on the detail →Preparation is the trait you can change this week. Paste a real posting and see what that team asks at your level, then say your answers out loud before the room does.
Scan a posting →Cultural alignment and collaboration
The team-player badgeEmpathy, humbleness, self-awareness, and conflict resolution are non-negotiable for true teamwork. Whether a company culture is highly supportive or highly direct — in delivering feedback, say — showing you can integrate well and collaborate effectively earns you a “team player” badge. Here again, good preparation on the company culture helps you understand the expectations.
Calibrd resources
Answering “tell me about a conflict” →Realistic career ambition
Can they deliver it?If you meet a hiring manager, or their managers, a big part of the evaluation is whether they can work well together with you. It's good to be ambitious, but make sure the other side can deliver. Otherwise it might raise doubts about your commitment to the job.
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Answering “where do you see yourself in 5 years” →Answering what you're looking for →For everyone currently job hunting: instead of trying to be perfect, choosing to amplify your strengths and minimize your weaknesses is a much better strategy for landing the interview, and for actually feeling good once you're on the job.
Questions people asked, and my answers
From the threadThese come straight from the Reddit thread, answered in the comments and folded in here.
What gets a candidate shortlisted in the first place?
Hiring managers look for confirmation of seniority, scope (team and system), and skills, in anywhere from 30 seconds to a few minutes. I've seen early-career candidates try to put as many tech keywords as possible on the CV without relevant experience, or add a lot of projects without clarifying which are professional and which personal. Make your CV easy to read and understand at your current level. If there is an experience gap, build some personal projects and link the GitHub repo.
I'm an introvert and I ramble when I'm nervous. Is that an immediate no?
Being an introvert is not an issue at all. The rest depends on your target role. If it's technical, rambling is less of an issue — at worst it could be perceived as lacking communication skills. If communication is an important hiring criterion, you'd better practise your stories out loud instead of just memorising your answers.
How do you prepare, on your side of the table?
I think about how to bring clarity into the role, what questions to ask, and how to motivate the candidate. I prepare the context for why I'm hiring — the objective and challenges, how we're organized today, who I am. Then all the questions I plan to ask: the same main questions for every candidate to ensure fairness, plus a few specific ones from the CV.
Do you use AI to prepare your interviews?
I don't. I did try to get some questions from it once, but found mine were much better.
This is the success mirror of why you didn't get the job, which covers the same process from the rejection side. For what happens inside the interview itself — pitching at the right level, making your thinking visible — see what gets you the offer. And if there's something here I haven't covered, ask in the comments.
Before the next loop
Show up as the candidate this page describes
Most of these traits come down to preparation. Paste a real job posting and Calibrd shows what that team screens for at your level, the questions to have ready, and how your answers hold up when you say them out loud.
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