Description review

Software Engineer

Prenosis · Remote · back to the listing

HR standards

41/100

poor

Title ↔ description

69/100

needs work

Reads as

Unclear

no confident match

What the listing never says

  • 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.

Remote - Prenosis Inc. is an artificial intelligence company pioneering precision medicine in acute care. Our Immunix™ precision medicine platform drives the development of precision products and enables real-time delivery of optimal therapy. We've created and validated the fi...

Please mention the word **STELLARLY** and tag RMmEwMjo0NzgwOjI4OmJhMTQ6OjE= when applying to show you read the job post completely (#RMmEwMjo0NzgwOjI4OmJhMTQ6OjE=). This is a beta feature to avoid spam applicants. Companies can search these words to find applicants that read this and see they're human.

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: 4 points (from 45 before penalties). Reviewed 24 Sep 2026.