Description review

Looking for a commercial co-founder | Europe / US Remote

Looking for a commercial co-founder · Remote · back to the listing

HR standards

39/100

poor

Title ↔ description

36/100

poor

Reads as

Unclear

no confident match

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.

commercial co-founder| Europe / US Remote

Senior software engineer with a background in fintech, production ML and distributed systems. Looking for someone to build a company with, ideally in B2B AI, fintech or infrastructure.
Seeking an experienced founder or co-founder with a track record of building successful businesses or achieving an exit, strong in sales, customer discovery and GTM.
I can own engineering and product development. Looking for a partner who’s done it before and wants to do it again.
Let’s talk: [email protected]

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 51 before penalties). Reviewed 2 Oct 2026.