Description review

Deya | Multiple Roles | New York, NY | HYBRID (NYC) or REMOTE | Full-time

Deya · New York, NY · back to the listing

HR standards

38/100

poor

Title ↔ description

39/100

poor

Reads as

Unclear

no confident match

What this role officially is

mobile application developer — ESCO, the EU occupation classification

Mobile app developers implement applications software for mobile devices, based on the designs provided, using general or specific development tools for device operating systems.

Also known as: app developer, mobile app specialist, mobile app developer, mobile application developers, app programmer, app coder

How others title the same work

Large employers

  • Android Engineer - Subscriptions Spotify

Startups

  • Mobile Engineer (Android) Circle Medical
  • Eleos Technologies ( ) | Remote Senior iOS Engineer | Permanently Remote (US-based applicants Eleos Technologies ( )
  • Senior Mobile Engineer Forage
  • Senior Software Engineer, Mobile (React Native) Forage

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.

Everyone in health AI is chasing scribes and diagnostics. Almost no one is building the longitudinal data layer that captures what actually happens to patients over time. That is the real moat, and we are building it for eye care.
Deya sits between doctor and patient, capturing symptoms, treatments, outcomes and ocular images over time. Clinician-led, piloting with eye doctors, and we hold the largest dataset of eye images captured on smartphones. We build with AI tools daily.
Three roles, all high ownership:
Software Engineer (AI x Healthcare)
- Product and infra from 0 to 1. Next.js, backend, cloud, agentic workflows, longitudinal clinical data.
Mobile Engineer (React Native, Swift, Kotlin)
- A modern phone is already a clinical instrument and almost none of it has been pointed at eye care. Own the app and its UX end to end.
AI Engineer (Computer Vision + LLMs)
- Own the vision pipeline turning phone photos into clinical signal, plus the LLM systems reasoning over patient history.
We have a proprietary clinical dataset and because we control capture, you can improve the data itself rather than model around its limits. Optometrists and ophthalmologists in-house to define ground truth and validate the work. Competitive salary plus equity.
All three roles and apply: https://deya.health/careers/

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 54 before penalties). Reviewed 21 Sep 2026.