Applied AI Architect
Version 1 · Newcastle upon Tyne, England ·
Overview
In this role you will shape production-grade, multi-agent AI systems for demanding clients, acting as a trusted adviser alongside customer architects. You’ll set technical standards, run discovery and architecture reviews, and translate complex trade-offs for both engineers and business sponsors. You’ll pair hands-on design with coaching to build reusable AI architectures and maintain reliable, observable systems at scale. This is a frontline, customer-facing technical leadership role that drives impactful AI deployments.
Pay / Benefits
- Quarterly profit share
- Career development programs
- Flexible/remote working
- Pension and private healthcare
- Wellbeing programs
- Educational assistance and certifications
Responsibilities
- Advise customer AI architects and engineers to shape design decisions
- Run discovery, workshops and architecture reviews with stakeholders
- Co-design multi-agent architectures including orchestration, memory, routing and guardrails
- Create reference implementations, evaluation suites and accelerators for customer use
- Address production challenges such as hallucination, tool failures, latency and cost
- Own the technical architecture and standards for complex engagements
- Define evaluation and observability strategies (eval suites, tracing, guardrails, monitoring)
- Mentor Applied AI Consultants and Associates on advanced engineering practices
- Contribute reusable architectures and accelerators to Version 1’s toolkit
- Stay current with agent frameworks and models to inform decisions
Key requirements
- 10–15+ years in software engineering with 5+ years in designing and architecting systems
- 2+ years hands-on experience architecting and running AI/agentic systems in production
- Proven track record in client-facing or consulting roles advising engineering teams
- Direct experience designing multi-agent architectures: orchestration, tool use, memory, routing, guardrails and agent-to-agent communication
- Production experience with agent frameworks such as LangGraph, Microsoft Foundry, AWS Bedrock, CrewAI, AutoGen or similar tooling, plus MCP or comparable protocols
- Strong grounding in evaluation, observability and reliability for AI systems (eval suites, tracing, guardrails, monitoring, incident response)
- Hands-on experience with Claude API, Claude Code, MCP, GitHub AI tooling or equivalent in production
- Degree in a related field or equivalent practical experience
- Comfort with solving complex, post-demo production challenges
- Ability to advise and guide customer teams rather than only delivering internally
- Strong client-facing communication
- Trusted advisor mindset
- Collaborative and influential leadership
- LangGraph
- Microsoft Foundry
- AWS Bedrock
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