Description review

Location: Taiwan (GMT+8) — work within

Location: Taiwan (GMT+8) — work within · Remote · back to the listing

HR standards

33/100

poor

Title ↔ description

18/100

poor

Reads as

Full-Stack Engineer

98% confident

How others title the same work

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Startups

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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.

EU business hours, evening overlap with US West Coast

Remote: Remote only
Willing to relocate: No
Technologies: TypeScript, NestJS, React, React Native, Ruby on Rails, StimulusJS, PostgreSQL, Tailwind, Git, Heroku
Résumé/CV: https://drive.google.com/file/d/1Xy3IrCV_aZx0-rtZL8B3XrwT052ibqvI/view?usp=sharing
Email: [email protected]
I spent nine years as a process and R&D engineer in materials manufacturing, watching critical production data live and die in unversioned Excel files. I retrained as a software engineer to build the systems that should have existed. Currently full-stack at Downshift (part-time, TypeScript/NestJS/React Native) — part-time by design, so I'm free to move full-time. Available from October.
- Replaced a legacy Excel-based dataset with a Rails 8 + PostgreSQL application — schema design, data migration, and real-time dashboards replacing manual report assembly.
- Shipped Gemini-backed pipelines for two production problems: automated i18n across 3 locales, and structured extraction of medical data from uploaded images.
- Built auth from scratch, including OmniAuth for Google, GitHub, and LINE.

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 45 before penalties). Reviewed 21 Sep 2026.