Description review

Ohr | Data Engineer + Software Engineer | REMOTE (US) | $140K–$200K + Equity

Ohr · REMOTE (US) · back to the listing

HR standards

44/100

poor

Title ↔ description

79/100

solid

Reads as

Data Engineer

99% confident

How others title the same work

Large employers

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  • Senior Staff Data Engineer Mozilla
  • Staff, Analytics Engineer, GTM Data Science & Analytics Twilio
  • Senior Software Engineer - Data Platform Coinbase
  • Senior Security Data Engineer Doordash

Startups

  • Business Intelligence Engineer GoSats
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  • Senior Data Engineer Camber
  • Senior Data Engineer Instrumentl
  • Cardog | Toronto, Canada or REMOTE | Full-time Cardog

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.

Ohr is reinventing industrial chemistry from the atom up—turning breakthrough science into industrial alchemy.
We're hiring two engineers to help build the computational infrastructure behind it:
Data Engineer — Build the data foundation connecting laboratory instruments, scientific data, enterprise platforms, analytics, and AI systems.
Software Engineer — Build production AI tools, molecule-discovery applications, internal systems, and digital twins for processes scaling from lab to manufacturing.
We're looking for builders excited to learn the science and have their code touch the physical world. 4–8 years experience. U.S. person status required due to export-controlled systems.
Data Engineer: https://ohr.xyz/careers/5f2b1267-f692-4be6-b796-bd7e8cf53ee3
Software Engineer: https://ohr.xyz/careers/f3924b3a-6f34-4225-9f66-d5a56b9c473f

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 56 before penalties). Reviewed 21 Sep 2026.