Description review

Newton's Tree | Forward Deployed Engineer, Site

Newton's Tree · Remote · back to the listing

HR standards

59/100

needs work

Title ↔ description

69/100

needs work

Reads as

Site Reliability Engineer

98% confident

What this role officially is

ICT system administrator — ESCO, the EU occupation classification

ICT system administrators are responsible for the upkeep, configuration, and reliable operation of computer and network systems, servers, workstations and peripheral devices. They may acquire, install, or upgrade computer components and software; automate routine tasks; write computer programs; troubleshoot; train and supervise staff; and provide technical support. They ensure optimum system integrity, security, backup and performance.

Also known as: enterprise administrator, IT system administrator, ICT systems administrator, ICT sysadmins, IT systems administrator, ICT sysadmin

How others title the same work

Large employers

  • Senior Site Reliability / Gitops Engineer Canonical
  • Senior Site Reliability / Gitops Engineer Canonical Ltd.
  • Senior Site Reliability Engineer Canonical Ltd.
  • Site Reliability / Gitops Engineer Canonical Ltd.
  • Site Reliability Engineer Canonical Ltd.

Startups

  • Senior Software Engineer, Product Infrastructure Atlas
  • Site Reliability Engineer Beam

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.

Reliability Engineer| London, UK | HYBRID | Full-Time | https://www.newtonstree.ai/

Newton's Tree is an early-stage health-tech startup enabling healthcare providers to select, test, deploy, and monitor third-party AI applications as part of routine care pathways. Our enterprise AI platform allows hospitals to safely and effectively adopt AI technologies at scale.
We are looking for adventurous builders to join us in two key roles to help bridge our platform and the hospital frontline:
Forward Deployed Engineer (£70k-£90k): You will be the critical link between our internal engineering team and hospital IT teams. While our SRE team focuses on core platform stability, you will own the site-specific implementations—navigating complex local networks, architecting integration paths, and ensuring our AI platform works across diverse environments.
Stack: Linux, Kubernetes, JSON/YAML, Python, SQL, and healthcare interoperability standards (HL7v2, FHIR, DICOM).
https://www.newtonstree.ai/job/forward-deploy-engineer
Site Reliability Engineer (£70k-£90k): You will ensure the reliability, scalability, and performance of our AI platform both in hospital sites (on-prem) and on the cloud. You'll work closely with customers to install hardware for Kubernetes clusters and collaborate with dev teams to ensure swift, reliable feature deployments.
Stack: Linux, Kubernetes, Terraform, Ansible, GitOps (FluxCD), Argo Workflows, Talos Linux, Cilium CNI, Teleport, and monitoring tools (Prometheus, Grafana, Datadog).
https://www.newtonstree.ai/job/site-reliability-engineer
Logistics: Both roles are Hybrid within the UK (with occasional in-person working in London and travel to hospital sites as needed). Please note that applicants must have the right to work in the UK, as we are unable to offer visa sponsorship.
To apply: Send your CV and a short note telling us why you'd be excited to work with Newton's Tree to [email protected], or read more at the links above.

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 71 before penalties). Reviewed 21 Sep 2026.