Description review

Tolmo | multiple roles | San Francisco, Ca, USA | ONSITE | Full time

Tolmo · San Francisco, Ca, USA · back to the listing

HR standards

25/100

poor

Title ↔ description

27/100

poor

Reads as

Unclear

no confident match

How others title the same work

Large employers

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  • Senior Software Engineer (Typescript), AI Clients: Duo CLI GitLab
  • Grafana Labs | Senior/Staff Software Engineer - AI / Agentic apps | 100% Remote (US + Canada) | Grafana Labs

Startups

  • Founding Software Engineer Aglide
  • Product Engineer (Founding team) Aglide
  • AiMi | Full Stack AI Engineer | Remote(Everywhere) | Full-time AiMi
  • Staff Software Engineer AiPrise
  • ALBERT | REMOTE ALMOST ANYWHERE IN THE WORLD | Hiring principal and distinguished ALBERT

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
  • No location or timezone policy stated, so a candidate cannot tell where they may work from. Scope clarity

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.

I am hiring for multiple roles in cybersecurity x AI [1]
We have security research and fullstack engineer (platform, product).
We are hiring in SF in office only at this point.
Candidating is one form away[2]
[1] https://tolmo.com/about/careers/
[2] https://jobs.ashbyhq.com/tolmo/form/website-generic

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: 16 points (from 41 before penalties). Reviewed 21 Sep 2026.