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FIOR Group

Senior AI Engineer — Platform Infrastructure & DevOps

United Kingdom
Posted about 22 hours ago
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About Us

FIOR.Group Limited builds the trust infrastructure for the AI age. Our flagship product, the FIOR AI Gateway, acts as SSL for AI — giving enterprises certificate-based identity, policy enforcement, and quantum-safe cryptography for autonomous AI agents. The platform pairs a high-performance Rust gateway agent with a multi-tenant control plane and role-specific portals, used by regulated organisations across finance, energy, defence, and aerospace.

The Role

We're hiring a senior engineer to own the FIOR AI Gateway platform end-to-end — from AI-driven features to the infrastructure that runs them. Working directly with the CTO on a small, senior team, you'll ship AI-powered functionality, run DevOps for self-hosted enterprise deployments, and keep production stable as we scale with customers.

What You'll Do

  • Integrate LLM models (Gemini, GPT-5 family) via the Lovable AI Gateway for governance, audit analysis, and incident triage.
  • Build Supabase Edge Functions for AI-assisted investigation, traffic inspection, certificate signing, and license binding.
  • Own deployment infrastructure: installation wizards, deployment artefacts, and POC kits for self-hosted K3s/Kubectl environments.
  • Maintain the fior-agent Rust codebase (policy engine, certificate validation, license enforcement, event recording) and its Docker/Kubernetes manifests.
  • Build features across the React/TypeScript frontend and Supabase backend (Postgres, RLS, edge functions, realtime, storage).
  • Manage dependency upgrades, security patches, and vulnerability remediation across the stack.
  • Act as the senior technical contact for customer pilots and trade-show demos, triaging and resolving customer-reported self-hosted deployment problems.

Reasons to use Rodeo

I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?

Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.

Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.

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Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.

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Graduate Consultant — 2026 Scheme

PwC·London, UK
£35,000/yr

Why you're a good match

Strong

Your economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.

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It searches the market for you

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Why you're a good match

You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.

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Strong

Experience fit

Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.

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Strong

Only hits

No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.

Required Skills & Experience

  • AI/LLM Integration: Hands-on experience integrating LLM APIs (OpenAI, Gemini, or similar) into production features — prompt design, orchestration, and evaluation.
  • DevOps & Infrastructure: Docker, Kubernetes (K3s), Linux/macOS/Windows packaging for self-hosted distributions, and basic networking.
  • Backend & Edge Computing: Strong SQL, RLS design, migrations, edge functions (Deno), and realtime subscriptions with Supabase/Postgres.
  • Systems Programming: Able to read, modify, and extend a non-trivial async Rust service (axum/tokio).
  • Frontend Development: 6+ years building production React applications, including hooks, context, react-router, and component libraries with TypeScript.
  • Security & Identity: Practical experience with role-based access control, OAuth, JWT, and the trade-offs of multi-tenant SaaS. Solid grasp of X.509, PKI, TLS/mTLS, and modern signing/verification flows.
  • Communication: Plain-English written communication suitable for CISOs and auditors; able to work asynchronously in a senior, low-overhead team.

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Bonus Points For

  • Prompt-injection and LLM security defences.
  • Awareness of post-quantum algorithms (ML-KEM, ML-DSA, SLH-DSA).
  • Experience with compliance frameworks (SOC 2, ISO 27001, NIS2, GDPR, FIPS 140-3).

What We Offer

  • Direct ownership and visible impact on a category-defining product, at the intersection of AI, cryptography, and enterprise security.
  • A modern stack, a small team, and no legacy bureaucracy.
  • Competitive base salary.
  • Fully remote flexibility with monthly in-person meet-ups.
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Skills

LLM Integration
Docker
Kubernetes
Rust
React
TypeScript
Supabase
Postgres
X.509
PKI
TLS/mTLS
OAuth
JWT
Deno
SQL
Linux

Location

United Kingdom

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