Remote Production AI Architect: Safe, Scalable LLM Pipelines

Envion Software; Greater London; Hybrid; GBP 85,000 - 110,000; Full time

Benefits offered by this job

Learning budget

Transparent compensation

Paid time off

Job summary

Envion Software, based in London, is seeking a seasoned production AI architect with a focus on grounded assistants, agentic workflows, evaluation harnesses, and governance controls. The role is London, remote-friendly, full-time, and offers a clear platform for shaping AI delivery across engagements.

We value strong architecture, production experience with AI/LLM systems, and the ability to communicate with both technical and business stakeholders.

Qualifications

• Shipped AI/LLM systems in production.
• Strong software architecture background.
• Experience with retrieval, embeddings, orchestration frameworks, and evals.
• Clear communication with technical and business stakeholders.

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.

Skills

Software architecture

AI/LLM systems

Production systems

RAG pipelines

Tool integrations

Tools

Orchestration frameworks

Embeddings

Job description

Envion Software, based in London, is seeking a seasoned production AI architect with a focus on grounded assistants, agentic workflows, evaluation harnesses, and governance controls. The role is London, remote-friendly, full-time, and offers a clear platform for shaping AI delivery across engagements.

We value strong architecture, production experience with AI/LLM systems, and the ability to communicate with both technical and business stakeholders.