Where to Start
Into AI ethics, without wasting a euro on the way in.
Every guide to this career starts with “consider a master’s degree” or ends at a checkout page. Ours starts with what is free, continues with what is honest, and gets to spending money only at the point where spending money makes sense.
Read the role, not the marketing
Before anything else, read what EN 18274 actually asks of an AI ethicist: knowledge, skills, and the attitudes no exam can grant. If the independence-and-courage part puts you off, better to know now.
Costs an hourFree grounding first
Three university-grade courses cost nothing: Elements of AI for how the technology works, Helsinki’s Ethics of AI for how to think about it, and the UNESCO Global MOOC on the Ethics of AI for the global context most EU-only material misses. Finish all three before paying anyone anything.
Hold up the mirror
The readiness check takes five minutes; the gap report takes fifteen and maps you against our own six-area reading of the standard. Private, free, and yours. It will tell you which gap to close first, and how.
Costs nothing, tells the truthEvidence before certificates
The step everyone skips, and the one employers actually believe. Pick one real AI system, wherever you work or study, and write one artifact that actually wrestles with the ethics of it, not just the compliance of it, from the practice shelf: a proportionality note, an objection memo, a decision log. One page with your name on it beats a completion certificate.
Costs a weekend, worth the mostThen, maybe, a credential
Now the map is useful: filter by standing, compare up to three head to head, and see what each actually gates and costs. No accredited EN 18274 scheme exists yet, so nobody can sell you “certified AI ethicist” today, though one is coming: the standard itself is due to be published in September 2026, and certification bodies will follow. Other standards, and university or executive-education training, can genuinely get you somewhere, just check what they actually confer before you pay, not whatever the landing page says.
Costs real money, so go in armedPut yourself where the work is
Five Objections pressure-tests your judgement for free, one morning at a time. The Minutes shows you what it looks like when someone does this job right, whatever the room decided. And when you are ready, the talent desk is where employers pay us to find people like you.
Costs courage, mostlyThe words they will throw at you
“Accredited” versus “certified” versus “certificate of completion”
Accredited means a national accreditation body vouches for the certifier. Certified means you passed somebody’s test. A certificate of completion means you finished a video. These are three different things, priced as if they were one.
A standard versus a scheme
A standard describes what competent looks like. A scheme is the machinery that tests you against it. EN 18274 is a standard; the scheme does not exist yet. Anyone selling certification “against EN 18274” today is selling the second thing before it exists.
“AI ethics” versus “ethics for AI” versus “ethics of AI”
Three names for the same discipline, split mostly by who taught you the words. Courses, job adverts, and standards bodies use all three. Search whichever you like; the register underneath is the same.
AI ethics versus Responsible AI versus AI governance
Three different questions, often collapsed into one job title. AI ethics asks whether: should we be doing this, who benefits, who could be harmed. Responsible AI asks how: how do we design and deploy it well, once the “whether” is settled. AI governance asks how do we make sure: what structures, sign-offs, and reviews ensure the first two actually happen rather than sitting in a policy document. A title that only covers the second or third, without the first, has skipped the question that decides everything downstream of it.
Hard law versus soft law
Hard law binds and fines. Soft law guides and shames. The statute marks every entry as one or the other, because the difference decides whether “should” means “must”.
Where do you actually stand?
Sixteen questions, six minutes. You rate yourself on each competence area, from “not yet” to “I could evidence this to an assessor”. We hand back a profile, your strongest ground, and the gaps worth closing first. Nothing is stored unless you ask us to send it.