Notes from an interview, written from the other side of the table. Anonymised, shared with consent.
A fast-moving company was hiring for a senior role and opened the process with a group discussion round. High visibility, aggressive growth positioning, a compensation bracket that was serious rather than aspirational.
I sat it. Rather than write about how I performed, it's more useful to look at what the company was signalling through the process, because a hiring process leaks a great deal about how a business actually runs.
What they got right
A group discussion round for a senior hire is a better instrument than most companies give it credit for. Structured interviews test how someone answers a question. A GD tests how someone behaves when three other capable people want the same airtime, which is much closer to the actual job.
You find out quickly who builds on someone else's point and who waits for a gap to restate their own. You find out who concedes a weak position and who defends it out of momentum. None of that shows up in a one-on-one.
Their questions were also deliberate rather than decorative. Nothing felt lifted off a template, which suggested someone had thought about what they were screening for.
What they got wrong
The format rewards volume. In a room of people competing for a senior seat, the person who talks most often reads as the person with the most conviction, and those are different things. Unless the panel is deliberately correcting for it, a GD systematically over-selects for assertiveness and under-selects for judgment. Judgment is quiet and frequently arrives late in a discussion.
The larger issue was upstream. Several things about the role turned out to be different from what the process had communicated before the call. The geography wasn't what the material implied. The role leaned considerably more towards execution velocity than cross-functional leadership. The team skewed younger and more specialised than the positioning suggested.
None of those are bad things. Any one of them, stated plainly in advance, would have changed who applied and how they showed up.
What they were thinking
Reading it back, they were screening for someone who could move fast inside a defined lane and produce output at pace. That's a legitimate need, especially at their stage.
What they had written and positioned, though, was a cross-functional leadership role. So the process attracted people calibrated for one job and then assessed them against another. Candidates in that situation don't perform badly, exactly. They perform slightly off-axis, and the panel reads that as a fit problem rather than a briefing problem.
The cost the company probably doesn't see
When a role is positioned as broader than it is, the candidates who would have been genuinely excited about the real job never apply, because it wasn't described. Meanwhile the candidates who do apply arrive partially aligned, and partial alignment is visible from across the table even when nobody names it.
I'll be honest about my side of it. I knew before the call started that I wasn't fully leaned in, and it showed. Asked what I know most about, I answered honestly rather than strategically. Asked about my biggest learning from my last role, I answered reflectively rather than commercially. Neither answer was wrong, and both were unsharpened, because I was assessing them as much as they were assessing me.
That's not a complaint about the company. It's evidence of the same thing from the other direction: a mismatch between what was advertised and what existed produces a room where both sides are quietly evaluating rather than committing.
What I'd change if it were my process
State the execution-versus-leadership split before the first call. It costs a few applicants and saves everyone a round.
Keep the group discussion, and put someone on the panel whose only job is to notice who was right rather than who was loudest.
And say the geography out loud. It's the cheapest disqualifier available and leaving it vague doesn't widen the funnel, it just moves the drop-off later, after both sides have spent real time.
The part worth keeping
A sharp room is useful whether or not the role lands. This one told me what a company at that stage is actually optimising for, and how easily that intent gets lost between the internal conversation and the job posting.
Most hiring processes are honest about the work and vague about the conditions. The conditions are what people leave over.