AI in Swiss recruiting: which ATS reads your CV first, and the one input you control

At least three quarters of Swiss adverts run on recruiting software of some kind. You can tell from the apply link: it points at a careers portal rather than an email address, and the portal belongs to a vendor. For the adverts where that vendor can be named, we sorted them by one question. Does the vendor, on its own pages, sell software that reads, matches, scores or shortlists candidates?

For about three in four of those adverts, yes. That is not the same as saying three in four employers use it. A company can buy Workday and never switch on the matching. But it tells you the tool is in the building, and that it was sold to your future employer on the promise of sorting applicants faster.

The remaining quarter is not a group of employers who read everything by hand. It is a mix of systems that make no AI claim and adverts where the system could not be seen at all.

The top of the list looks international, and mostly it is. Workday is the system of large corporations and banks. SmartRecruiters, SuccessFactors and Greenhouse follow the same pattern, and Workable and Join show up with smaller employers and startups.

Two names on the list are Swiss, and no international guide will mention either. Prospective, from Zurich, carries almost as many adverts as Workday. Abacus Umantis, which the Swiss software house Abacus bought in 2023, carries a smaller share, and it is the one to know about, because its screening is described in the plainest words of any vendor on the list.

Workday describes its HiredScore AI this way: «Relevant talent is instantly surfaced». SmartRecruiters sells «AI-Powered Candidate Screening». These are not side features. They are on the product pages that sell the system to HR departments.

Prospective's own AI assistant only writes adverts and outreach messages. On paper, that makes it the one holdout among the ten biggest systems. But Prospective is mainly a distributor: it publishes the advert, and more than half of its apply links pass you on to the employer's own recruiting system. We followed a random sample of those links to the end. Almost all of them arrived in Workday, Abacus Umantis, SuccessFactors or Recruitee.

Abacus Umantis, the other Swiss vendor, is direct about it. Its page for HR departments says: «Lassen Sie die KI Bewerbungen automatisch analysieren, zusammenfassen und mit dem Stellenprofil abgleichen. Innerhalb von Sekunden erhalten Sie einen Stellenfit-Score». In English: the AI compares your application with the job profile and gives the recruiter a fit score within seconds.

Among the smaller Swiss systems the picture is mixed. Refline sorts applicants by defined criteria without calling it AI. Solique, Pemsa and Ostendis make no such claim on their websites. So the idea that a Swiss employer means a human reading every CV does not hold in general. It depends on which system the employer bought.

The popular story is a robot that bins your CV before anyone sees it. We could not find a single vendor among the common Swiss systems that sells that. What they sell is ordering. Workable says its agent «Evaluates every inbound candidate against up to 14 job criteria», then builds a shortlist. Umantis produces a fit score. Workday surfaces the relevant talent.

Ashby is the counter-example worth knowing, because it draws the line in writing: «The AI never ‘ranks’ or gives numerical ratings to applicants, a human must always be involved in decision-making.»

Here is why ranking still matters to you. If you are twentieth on a list and the recruiter reads the first ten, the result is the same as a rejection, even though no system rejected you. Nobody outside the employer can see where that cut falls. What you can see is the list of criteria the ranking is built from, because it is printed in the advert.

We read a random sample of full Swiss advert texts and noted what they explicitly ask for. The Swiss conventions stand out. The workload is given as a percentage, often in the title ("80–100%"). A federal qualification such as an EFZ or an eidgenössischer Fachausweis is named by title. A language comes with a level: "Deutsch C1", "français courant", "good English".

These are exactly the kind of criteria a matching system can check, because they are short, specific and written in a fixed vocabulary. If the advert says "Kaufmann/Kauffrau EFZ" and your CV says "commercial apprenticeship", a person may make the connection. A system comparing terms may not.

Note what is missing from the list. No advert in our sample asked for a photo. Only a handful asked for a salary expectation or a work permit. The Swiss CV conventions still apply for the person who opens your file, but they are not what the software checks first.

One CV per advert sounds like a lot of work. In practice it is fifteen minutes, because most of the document does not change. Here is the order we would do it in.

First, the Pensum. If the advert says 80–100% and you want 80%, write "Pensum: 80–100%" in your header, in the advert's form. Second, the qualification. Use the exact Swiss title if you hold it, and if your diploma is foreign, write the foreign title followed by the Swiss equivalent in brackets. Third, the language line. Name each language and a level, and use the advert's scale: if it asks for C1, say C1, not "fluent".

Languages deserve the extra minute. Of adverts that state a language requirement, 67% ask for German and 44% for English, often both. An English-language advert that also wants German is common, and a CV that only lists "German (conversational)" in a footnote loses on the criterion the advert put first.

Fourth, the first two bullets of your most recent role. Rewrite them in the advert's vocabulary, with a result where you have one. Do not paste in the advert's keywords as a list. The system may count them, but the person who opens the file afterwards is looking at your employers, what you achieved and whether it fits their team, and a keyword block tells them you wrote for the machine.

Then check it. Our CV check lists the requirements in the advert that have no counterpart in your CV, which is the same comparison the employer's system is about to make. Any careful reading does the same job: advert on the left, CV on the right, and a tick next to every requirement you can point to.