AI Solution Architect
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Role details
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Job description
We are seeking an experienced AI Solution Architect to lead the design, architecture, and delivery of AI-powered solutions across client and internal projects. This role bridges business requirements, data science, software engineering, and cloud infrastructure to create scalable, secure, and production-ready AI systems., Solution Architecture & Design
- Lead discovery workshops and requirements gathering with stakeholders.
- Design end-to-end AI solution architectures for Generative AI, Machine Learning, and Intelligent Automation initiatives.
- Define system integration patterns across enterprise applications, APIs, databases, and cloud services.
- Create technical architecture diagrams, solution designs, and implementation roadmaps.
- Evaluate AI technologies, platforms, and frameworks to recommend best-fit solutions.
AI Strategy & Advisory
- Advise clients and internal stakeholders on AI adoption strategies and use cases.
- Conduct AI feasibility assessments, proof-of-concepts, and technology evaluations.
- Develop responsible AI frameworks covering bias evaluation, model explainability, data privacy, and regulatory compliance including the EU AI Act.
- Identify opportunities for process optimization through AI and automation.
Delivery Leadership
- Provide technical leadership throughout project lifecycles.
- Collaborate with AI/ML Engineers, Data Scientists, Software Engineers, and Product Teams.
- Review solution designs and ensure alignment with enterprise architecture standards.
- Support deployment planning, risk management, and solution scalability across full delivery lifecycle.
Stakeholder Management
- Present technical concepts to both technical and non-technical audiences.
- Engage with executive stakeholders to align AI initiatives with business objectives.
- Produce solution proposals, statements of work, and technical documentation., * Design and scale LLM-based applications, including multi-model routing, context management, and cost/latency optimisation. Prompt engineering strategies.
- Agentic AI systems.
- RAG design patterns, including chunking strategies, re-ranking, hybrid search, and evaluation
- Evaluation and monitoring frameworks covering hallucination detection, relevance scoring, and production drift monitoring.
- AI safety, governance, and compliance.
Human-Centred AI Design
- Trust architecture: design confidence scoring and uncertainty communication frameworks so users understand when AI is offering a recommendation versus a definitive answer; implement explainability mechanisms that build trust through transparency whilst maintaining appropriate scepticism about AI outputs.
- Human oversight: define clear automation boundaries distinguishing fully automated processes from human-in-the-loop workflows; mandate human review pathways for high-risk decisions in line with EU AI Act requirements.
- Feedback and control: design mechanisms enabling users to challenge, correct, or escalate AI-informed decisions.
Requirements
The ideal candidate combines strong technical expertise with stakeholder management skills and can translate business challenges into practical AI solutions that deliver measurable value., Technical Skills
- Strong understanding of Machine Learning and Generative AI architectures.
- Experience with Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG).
- Knowledge of AI orchestration frameworks such as:
- LangChain
- LlamaIndex
- Semantic Kernel
- CrewAI
- Cloud platform expertise in one or more of these areas:
- AWS
- Microsoft Azure
- Google Cloud Platform
- API design and microservices architecture.
- Data architecture and integration experience.
- Familiarity with knowledge graphs, vector databases and knowledge management systems., * 7+ years in software engineering, solution architecture, data engineering, or AI-related roles.
- 3+ years designing enterprise AI or ML solutions.
- Experience leading cross-functional teams and client engagements.
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