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Solution Architect — AI Systems

Envion Software·85,000 – 110,000 GBP

Primary stack

AI

Nice to have's

Regulated IndustriesLLM Security RisksCloud Certifications

Job description

About the Position

Solution Architect - AI Systems

London, UK (remote-friendly) Full-time 7+ years £85,000–110,000 gross

A specialized architecture role focused on production AI: grounded assistants, agentic workflows, evaluation harnesses, and the governance controls that make them safe to run.

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Responsibilities

  • Design production AI systems: RAG pipelines, agent workflows, tool integrations.
  • Define evaluation, monitoring, and rollback strategies for AI features.
  • Advise clients on model selection, vendor trade-offs, and build-vs-buy decisions.
  • Set security and governance guardrails for AI delivery across engagements.

Requirements

  • Strong software architecture background with shipped AI/LLM systems in production.
  • Hands-on experience with retrieval, embeddings, orchestration frameworks, and evaluations.
  • Clear communication with both technical teams and business stakeholders.
  • A skeptical, evidence-first mindset about AI capabilities and limits.

Nice to Have

  • Experience in regulated industries or high-stakes operational settings.
  • Familiarity with LLM security risks and mitigation patterns.
  • Cloud certifications (AWS/Azure) or equivalent demonstrated experience.

We Offer

  • Work on genuinely varied AI problems across multiple industries.
  • Influence on how Envion delivers AI - standards, tooling, and practice.
  • Transparent compensation, paid time off, and a learning budget.
  • A pragmatic team that ships working systems, not demos.

About the Company

Our hiring process: a short intro call, one technical or portfolio conversation with your future teammates, and a final culture chat. No take-home marathons, no ghosting - you hear back from us either way.

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Solution Architect - AI Systems - London, UK

Tell us who you are and why this role fits. Applications go straight to our hiring team - we read every one and reply within a few business days.

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Direct line to the hiring team, no agencies

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Goes directly to [email protected] - no recruiters in between.

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Envion Software is a global software partner that specializes in creating custom software solutions. How we do it is what makes us one of the top software firms in the Boston area. We approach each project as an opportunity to use our experience, creativity, intuition to deliver results that often exceed expectations. For our startup clients that means working on every aspect of the product development and evolution from fleshing out an idea to delivering a finished product. When we extend an existing development team our clients find our enthusiasm, cooperative spirit, our intelligence and experience a valuable asset. With many years under our belt, our team of project managers and engineers has what it takes to have our clients succeed.

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