Generative AI Architect – Enterprise AI Systems

# Generative AI Architect – Enterprise AI Systems,March 27, 2026### Job Description**Location:** London, UK **Work Model:** On-site **Role Type:** Full-TimeWe are looking for a **Generative AI Architect** with strong experience in designing and scaling AI systems to join our client’s on-site team in London.This role focuses on defining the architecture, infrastructure, and operational practices for enterprise-grade Generative AI solutions. You will bridge the gap between prototype and production, ensuring AI systems are scalable, reliable, observable, and continuously improving.---### **What You’ll Do**#### **Infrastructure & Cloud*** Design and manage cloud infrastructure for AI workloads using platforms such as **Amazon Web Services**, **Google Cloud**, or **Microsoft Azure*** Implement Infrastructure-as-Code and containerisation strategies using **Docker** and **Kubernetes*** Ensure scalability, security, and cost optimisation of AI deployments---#### **AI Operations (MLOps / AIOps)*** Establish CI/CD pipelines for AI systems, including automated testing, deployment, and rollback* Define AI software development lifecycle (AI SDLC) practices, including workflows, code reviews, and release processes* Implement best practices for model deployment, versioning, and experiment tracking---#### **Evaluation & Quality*** Design evaluation pipelines for LLM outputs and RAG system performance* Implement automated testing strategies (regression testing, benchmark suites)* Define quality gates and acceptance criteria for AI releases* Apply evaluation methodologies including custom metrics and LLM-based evaluation approaches---#### **Monitoring & Observability*** Build observability frameworks for AI systems including logging, tracing, and alerting* Implement monitoring solutions using tools such as **Weights & Biases** or custom platforms* Define SLIs/SLOs for AI system performance and reliability* Establish incident response processes and operational best practices for AI platforms---### **What We’re Looking For**#### **Required Skills & Experience*** Strong experience with cloud platforms and Infrastructure-as-Code* Hands-on experience with containerisation and orchestration (Docker, Kubernetes)* Solid understanding of MLOps / AIOps practices (CI/CD for AI, model deployment, lifecycle management)* Experience with Generative AI technologies including LLMs, RAG architectures, and vector databases* Strong software architecture background, designing distributed and scalable systems* Experience with microservices and API-first architectures* Ability to design systems for non-deterministic, AI-driven applications* Strong programming skills (Python, TypeScript or similar)* Experience with monitoring, observability, and production systems* Excellent communication skills and ability to work on-site with cross-functional teams---#### **Nice to Have*** Experience with frameworks such as LangChain, LlamaIndex, or similar* Experience with model fine-tuning techniques (LoRA, QLoRA, PEFT)* Background in NLP (embeddings, semantic search, tokenisation)* Experience with open-source AI ecosystems such as **Hugging Face*** Familiarity with security and compliance requirements for AI systems* Experience in regulated industries (e.g. finance, healthcare)* Contributions to open-source AI/ML tools---**Location:** London, UK **Work Model:** On-site **Role Type:** Full-TimeLocation,Experience levelMid–Senior level## Work Location #J-18808-Ljbffr