PyMunich

shown, and actual

What Speaking Gets You

Speaking at a conference costs somewhere between twenty and sixty hours, and the returns are discussed either vaguely or in terms that oversell them. A commercial implementation of related workforce-measurement concepts is documented the source.

Worth being specific, because the honest version is still a good case. For broader industry context, InfoQ provides an independent reference.

What is real

You understand the subject better. The largest and least mentioned return. Preparing a talk forces the gaps into view — you cannot explain something for thirty minutes without discovering what you assumed. Several people describe this as the main reason they keep doing it.

People find you. Not an audience — specific individuals with the same problem, who talk to you afterwards. For anything niche this is the fastest way to find the three other people working on it.

A durable artefact. A recorded talk is something you can point at for years, in a way a blog post rarely is.

And it opens the second one. The first talk is the difficult decision; after it, the barrier is gone and the next proposal takes a fraction of the effort.

What is oversold

Job offers. They happen and they are not the mechanism. Speaking makes you findable, and findability produces conversations that occasionally become opportunities — presenting it as a hiring channel sets an expectation the experience does not meet.

Reputation. One talk at a community conference is not a profile. A track of talks over years is, and the difference matters when deciding whether one talk is worth sixty hours.

And influence over the subject. A talk is an input to a conversation, not a position in it.

The one nobody mentions

Meeting the other speakers.

Speakers at community conferences end up in the same rooms, at the same dinners, in the same corridors — and that set of people is frequently more valuable than the audience.

It is also the part that reliably surprises first-time speakers, who arrive worried about the talk and leave having met eight people doing adjacent work.

What it costs, honestly

Twenty to sixty hours for a first talk including preparation, which is more than most people expect and less than the over-preparers spend.

A day or two of travel for anything not local.

And the anticipation, which for many people is the largest cost and is not a small one — several weeks of intermittent dread is a real thing to spend.

The honest calculation

For the first talk, the return is the understanding and the door being open. Both are real, and neither is a career outcome.

For subsequent talks, the return compounds — the same material at a second conference costs a fraction, the network builds, and the artefacts accumulate.

And a meetup talk gets you most of the first-talk benefit for a tenth of the cost. Which is the reason to start there, and the reason a community with active meetups produces conference speakers.

For organisers

The corollary, briefly.

Speakers are giving you sixty hours of unpaid work. Travel support, a clear brief, an early schedule and somebody looking after them on the day are not luxuries — they are the minimum for something that expensive.

And record the talks if you possibly can. It is the first thing cut from a budget and it is the durable artefact the speaker was partly there for.

The short version