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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Engineering Lead - Data, Analytics & AI - **Company:** Lloyds Banking Group - **Location:** Bristol, UK - **Experience:** Expert - **Salary:** £92,701.0 - £109,060.0 - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, Amazon Web Services, Business Analytics Applications, Data Analysis, Microsoft Azure, Cloud Engineering, Continuous Integration, Data Architecture, Data Structures, Data Warehousing, Dimensional Modeling, Distributed Systems, Python (Programming Language), Machine Learning, Software Engineering, SQL Databases, Chatbots, Large Language Models, Apache Spark, Generative AI, Data Lakes, Kubernetes, Infrastructure Automation Frameworks, Apache Flink, Data Analytics, Apache Kafka, Data Management, Machine Learning Operations, Devsecops - **Published:** August 19, 2026 - **Apply:** https://lbg.wd3.myworkdayjobs.com/LBG_Careers/job/Bristol-Harbourside/Data-Engineering-Lead_125899-2 ## About the Role * Significant experience designing, building and operating large-scale distributed systems, data platforms and cloud-native architectures. * Hands-on experience with Python, SQL and modern software engineering practices. * Experience building large-scale batch and streaming data solutions using technologies such as Spark, Kafka, Flink, Beam or equivalent. * Deep knowledge of modern data architectures including data warehouses, data lakes and lakehouse platforms. * Strong understanding of analytical data modelling, dimensional modelling, semantic modelling and data product design. * Experience designing data structures and models that support reporting, self-service analytics, machine learning and AI use cases. * Understanding of modern GenAI architecture patterns including vector databases, retrieval-augmented generation (RAG), embeddings, agentic workflows and LLM orchestration frameworks. * Knowledge of MLOps, model lifecycle management, observability and AI governance practices. * Experience with cloud platforms such as GCP, Azure or AWS and associated platform services. * Strong understanding of containers, Kubernetes, CI/CD, infrastructure automation and DevSecOps practices. * Excellent communication skills with the ability to influence technical and non-technical audiences. ## Description As an Engineering Lead, you'll combine deep technical expertise with strategic thinking to shape the future of our data and AI ecosystem. You'll lead engineering teams, influence architecture decisions, and drive the adoption of modern data, analytics and AI engineering practices across the organisation. We're looking for a passionate engineering leader who thrives on solving complex challenges, developing people, and delivering scalable platforms and products that create measurable business value. In this role you'll; * Define and execute the engineering roadmap in partnership with Product, Architecture, Data Science and business stakeholders. * Drive technical strategy and engineering excellence across data, analytics and AI solutions. * Enable customer intelligence, personalisation, decisioning and conversational AI use cases through modern data products and data platforms. * Design and implement reusable data products, semantic models and analytics capabilities that support reporting, machine learning and GenAI workloads. * Drive adoption of AI Engineering, MLOps and LLMOps best practices across development, deployment, monitoring and governance. * Champion security, resilience, privacy, Responsible AI and governance by design. * Identify opportunities to improve efficiency, reliability and developer productivity through automation and platform engineering. * Mentor, coach and develop engineering teams, fostering a culture of innovation, continuous learning and engineering excellence. Why join us? From building a truly sustainable business to creating a place where people love to work, we're looking for colleagues who are up for the challenge, who love to push boundaries and can make change happen. Sound like you?, Our ambition is to be the leading UK business for diversity, equity and inclusion supporting our customers, colleagues and communities, and we're committed to creating an environment in which everyone can thrive, learn and develop. ## Related Videos - [Empowering Retail Through Applied Machine Learning](https://www.wearedevelopers.com/videos/976-empowering-retail-through-applied-machine-learning) - [Developer Experience, Platform Engineering and AI powered Apps](https://www.wearedevelopers.com/videos/990-developer-experience-platform-engineering-and-ai-powered-apps) - [Chatbots are going to destroy infrastructures and your cloud bills](https://www.wearedevelopers.com/videos/1130-chatbots-are-going-to-destroy-infrastructures-and-your-cloud-bills) - [DevSecOps: Injecting Security into Mobile CI/CD Pipelines](https://www.wearedevelopers.com/videos/273-devsecops-injecting-security-into-mobile-ci-cd-pipelines) - [From Messy Queries to Scalable Systems - How Data Engineering actually works](https://www.wearedevelopers.com/videos/100203-from-messy-queries-to-scalable-systems-how-data-engineering-actually-works) - [Testing AI Agents: Automated Evaluation for Chatbots & RAG Systems](https://www.wearedevelopers.com/videos/100300-testing-ai-agents-automated-evaluation-for-chatbots-rag-systems) ## Related Articles - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [Coffee with Developers - Maria Apazoglou - Making AI understandable for all in production](https://www.wearedevelopers.com/magazine/475-coffee-with-developers-maria-apazoglou-making-ai-understandable-for-all-in-production) - [Data Engineer Salary UK](https://www.wearedevelopers.com/magazine/253-data-engineer-salary-uk) - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [What Are Large Language Models?](https://www.wearedevelopers.com/magazine/304-what-are-large-language-models) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development)