> Markdown version of [/jobs/ext/2468231-gen-ai-engineer](https://www.wearedevelopers.com/jobs/ext/2468231-gen-ai-engineer). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

---

# GEN AI Engineer

- **Company:** Capgemini
- **Location:** London, UK (Remote available)
- **Contract:** Permanent contract
- **Skills:** Application Programming Interfaces (APIs), Artificial Intelligence, Amazon Web Services, Audit Trail, Dataspaces, Distributed Computing Environment, Memory Management, Performance Tuning, Software Engineering, Workflow Management Systems, Enterprise Software Applications, Spring Cloud, Large Language Models, Multi-Agent Systems, Prompt Engineering, Generative AI, Backend, Containerization, Kubernetes, AWS Fargate, Machine Learning Operations, Docker
- **Published:** August 4, 2026
- **Apply:** https://uk.indeed.com/viewjob?jk=ca3ad40a347f412f

## About the Role

* Hands-on software development experience.
 * Strong backend development skills.
 * Proven experience with containerization (ECS, Fargate, Docker, Kubernetes).
 * Experience with LLMs, vector databases, prompt engineering, and multi - agent frameworks, and distributed training on SageMaker, SLM fine-tuning.
 * Strong experience with AWS, including deploying and managing cloud-native applications.
 * Excellent communication and stakeholder engagement skills.
 * Ability to work in ambiguous, fast-moving environments with minimal oversight.

We are a Disability Confident Employer:

Capgemini is proud to be a Disability Confident Employer (Level 2) under the UK Government's Disability Confident scheme. As part of our commitment to inclusive recruitment, we will offer an interview to all candidates who:

 * Declare they have a disability, and
 * Meet the minimum essential criteria for the role.

## Description

* Define reusable architecture patterns for model customization, prompt orchestration, retrieval pipelines, and agentic workflows.
 * Design agentic AI systems incorporating tool use, workflow orchestration, memory management, and autonomous decision flows
Implement observability for prompts, model responses, vector retrieval quality, and agent execution workflows.

 * Integrate GenAI capabilities into enterprise applications, APIs, workflow platforms, and data ecosystems.
 * Work with security, risk, compliance, engineering, and business teams to enable LLMOps and AgenticOps capabilities - prompt lifecycle management, model observability, caching, evaluation and governance.
 * Ensure compliance with enterprise governance, model risk, auditability, data privacy, and regulatory requirements in highly regulated environments.
 * Produce solution documentation, technical standards, and deployment approaches, and support delivery from concept through production


## Related Videos

- [Docker Compose: Rediscovered](https://www.wearedevelopers.com/videos/1978-docker-compose-rediscovered)
- [Developing the Backend with Stefan Lingler, CTO at Shpock](https://www.wearedevelopers.com/videos/100360-developing-the-backend-with-stefan-lingler-cto-at-shpock)
- [Understanding Kubernetes in a visual way](https://www.wearedevelopers.com/videos/100085-understanding-kubernetes-in-a-visual-way)
- [Shipping Faster with Less: Render on Cloud Hosting, AI Workloads, and the Future of DevOps](https://www.wearedevelopers.com/videos/1894-shipping-faster-with-less-render-on-cloud-hosting-ai-workloads-and-the-future-of-devops)
- [Microservices: how to get started with Spring Boot and Kubernetes](https://www.wearedevelopers.com/videos/242-microservices-how-to-get-started-with-spring-boot-and-kubernetes)
- [Docker build without Docker](https://www.wearedevelopers.com/videos/100114-docker-build-without-docker)

## Related Articles

- [Got AI ideas but no money? Here are 10 free ways to level up your AI skills with Google Cloud](https://www.wearedevelopers.com/magazine/600-got-ai-ideas-but-no-money-here-are-10-free-ways-to-level-up-your-ai-skills-with-google-cloud)
- [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift)
- [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer)
- [What is Agentic Programming and Why Should Developers Care?](https://www.wearedevelopers.com/magazine/625-what-is-agentic-programming-and-why-should-developers-care)
- [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development)
- [Dev Digest 121 - AI goes offline](https://www.wearedevelopers.com/magazine/456-dev-digest-121-ai-goes-offline)