Description review

Pathos AI | Senior Software/AI Engineer + DevSecOps

Pathos AI · Remote · back to the listing

HR standards

54/100

needs work

Title ↔ description

70/100

solid

Reads as

Unclear

no confident match

What this role officially is

data scientist — ESCO, the EU occupation classification

Data scientists find and interpret rich data sources, manage large amounts of data, merge data sources, ensure consistency of data-sets, and create visualisations to aid in understanding data. They build mathematical models using data, present and communicate data insights and findings to specialists and scientists in their team and if required, to a non-expert audience, and recommend ways to apply the data.

Also known as: data scientists, data engineer, research data scientist, data expert, data research scientist

How others title the same work

Large employers

  • Applied AI Engineer Automattic
  • Machine Learning Engineer, CX Intelligence Coinbase
  • AI Engineer - FDE (Forward Deployed Engineer) Databricks
  • AI Engineer - FDE (Forward Deployed Engineer) - U.S. Federal Sector Databricks
  • Senior AI Engineer – Notebooks Datadog

Startups

  • Attendi | Medior Machine Learning Engineer | Amsterdam, Netherlands | ONSITE (hybrid) | €6,000 - €7,000 per month | Full-time (80–100%, ~4–5 days/week) | Visa sponsorship + 30% ruling possible Attendi
  • Member of Technical Staff (applied) Anthrogen
  • Aptura AI | Full-Time | MTS (Applied AI), MTS (SWE / Product) | London | ONSITE / HYBRID Aptura AI
  • Arcforma AI (arcforma.ai) | AI Engineer (Marketing / Construction / Arcforma AI (arcforma.ai)
  • Staff AI Engineer - Agent Architecture & Behavior Artisan

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.

Engineer| NYC, ONSITE 3-4 days/wk | Full-time | $180-200K + equity | VISA (transfer only)

Pathos is building Foundry, an AI-native platform pairing the largest foundation model in oncology with 200+ petabytes of multimodal patient data. Backed by a $365M Series D; pipeline now spans 4 clinical assets, including new licensing deals with AstraZeneca and Alphamabs. Small teams of 2-4 experts orchestrate hundreds of AI agents. NY-based candidates preferred. https://pathos.com
Senior Software/AI Engineer: build AI agents/copilots for BD, clinical, comp bio, and lab teams, MCP-style servers, pipelines into a governed knowledge graph. ~6-8+ years, Python + TypeScript, shipped LLM workflows to production (LangGraph), own services end-to-end.
DevSecOps Engineer: own security architecture for AI agent infra — threat models, agent permissioning, secure CI/CD, detection/IR for AI-native threats, HIPAA-aligned data governance. ~6+ years security eng, GCP, IaC, hands-on incident response.
Apply: [email protected] — one sentence on relevant production work you've shipped.

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 66 before penalties). Reviewed 21 Sep 2026.