Description review

Klassif.ai | ML/AI Engineer | Hybrid (Leuven, Belgium; remote 3

Klassif.ai · Hybrid (Leuven, Belgium; remote 3 · back to the listing

HR standards

42/100

poor

Title ↔ description

76/100

solid

Reads as

Machine Learning Engineer

100% confident

What this role officially is

data scientist — ESCO, the EU occupation classification

Data scientists find and interpret rich data sources, manage large amounts of data, merge data sources, ensure consistency of data-sets, and create visualisations to aid in understanding data. They build mathematical models using data, present and communicate data insights and findings to specialists and scientists in their team and if required, to a non-expert audience, and recommend ways to apply the data.

Also known as: data scientists, data engineer, research data scientist, data expert, data research scientist

How others title the same work

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Startups

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  • Arcforma AI (arcforma.ai) | AI Engineer (Marketing / Construction / Arcforma AI (arcforma.ai)
  • Staff AI Engineer - Agent Architecture & Behavior Artisan

What the listing never says

  • No section describes what the person would actually do. Scope clarity
  • No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency

The listing, marked up

Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.

days/week)

We started off naively as just another intelligent document processing SaaS. Years of experience have shown us where the real pain points and value lies. Join my AI team and be horrified by how many critical business processes rely on email. Then help me execute on our ambitious roadmap!
If you find yourself nodding along with the following statements, you may be a good fit:
- You enjoy getting your work into the hands of users
- You’re okay debugging a stray tensor in the morning and designing services in the afternoon
- You care about the field of AI and interact with its community
- You can ‘sense’ when a loss curve is doomed
- You’ve fine-tuned LLMs, even just for fun
- You’ve been thinking a lot about agents lately, for some reason
- You don’t mind the odd bit of customer support (it’s where we get our best insights!)
All credentials welcome, including recent graduates. We’ll shape the role around you. What matters is creativity and visible engagement with the field.
Who may apply: EU citizens or holders of a Belgian work permit. (Everything else is more admin than we have time for.)
https://klassif.ai/careers/ai-ml-engineer

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 12 points (from 54 before penalties). Reviewed 21 Sep 2026.