Description review

Hi HN —

Hi HN — · Remote · back to the listing

HR standards

23/100

poor

Title ↔ description

13/100

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.

I run CareerJumpShip.com, a free job board that surfaces active roles from Greenhouse / Lever / Ashby ATSes (no reposts, no stale listings). Every posting links directly to the company's own application.

Below is a snapshot of the top-hiring companies on the board this September 2026, one representative role per company:
- Glean (4 roles) — Founding Forward Deployed Engineer, Remote — https://www.careerjumpship.com/jobs/founding-forward-deployed-engineer-glean-138e9081?utm_source=hn
- Middesk (3 roles) — Solutions Engineer, Mid Market, Remote · $140K–$190K — https://www.careerjumpship.com/jobs/solutions-engineer-mid-market-middesk-f92f660e?utm_source=hn
- Airbnb (2 roles) — Engineering Manager, Payments, Remote · $265K–$265K — https://www.careerjumpship.com/jobs/engineering-manager-payments-airbnb-a23c4de1?utm_source=hn
- Alxafrica (2 roles) — AI Engineer, Remote — https://www.careerjumpship.com/jobs/ai-engineer-alxafrica-3fe93adb?utm_source=hn
- ArdentMC (2 roles) — Project Manager, Rockville, MD — https://www.careerjumpship.com/jobs/project-manager-ardent-c1c4d210?utm_source=hn
- BaseTen (2 roles) — Software Engineer - AI Developer Productivity, Remote · $165K–$330K — https://www.careerjumpship.com/jobs/software-engineer-ai-developer-productivity-basete-a57b3185?utm_source=hn
- ClickUp (2 roles) — Senior AI Engineer - Multi-Agent Frameworks, Remote · $200K–$250K — https://www.careerjumpship.com/jobs/senior-ai-engineer-multi-agent-frameworks-clickup-35065f01?utm_source=hn
- Drata (2 roles) — Senior Platform Engineer 2, AI Tooling, Remote — https://www.careerjumpship.com/jobs/senior-platform-engineer-2-ai-tooling-drata-35497da6?utm_source=hn

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 35 before penalties). Reviewed 21 Sep 2026.