Gen AI Architect

Capgemini; Greater London; On-site; GBP 90,000 - 150,000; Full time

Benefits offered by this job

Hybrid work model

Job summary

Capgemini is seeking a GenAI Architect in London to lead architecture and delivery of enterprise-scale AI solutions on AWS, leveraging Bedrock and RAG techniques. You will shape reusable patterns for prompt orchestration, agentic workflows, and observability while working with security, compliance and engineering teams.

The role emphasizes governance, model risk management, data privacy, and production-grade deployment in highly regulated environments.

Qualifications

• Experience designing cloud-native GenAI architectures on AWS.
• Strong governance, security, data privacy and compliance knowledge.
• Hands-on Python development for GenAI applications and APIs.
• Experience in regulated industries such as banking is highly relevant.

Responsibilities

• Lead architecture and delivery of enterprise-scale GenAI solutions on AWS.
• Define reusable architecture patterns for model customization, prompt orchestration, and retrieval pipelines.
• Design agentic AI systems with tool use, memory management, and autonomous decision flows.
• Implement observability for prompts, model responses, and agent execution workflows.
• Produce solution documentation, standards, and deployment approaches from concept to production.

Skills

GenAI architecture

Cloud-native AWS

RAG and prompt orchestration

Governance and security

Python development

Tools

Bedrock

Lambda

SageMaker

OpenSearch

ECS/EKS

API Gateway

Step Functions

S3

IAM

KMS

CloudWatch

Job description

# Gen AI ArchitectLondonApply for this job* Permanent* Experienced Professionals* Data & AI* ID 499951-en\_GB**Job title: GenAI Architect****Location: London, UK****About the Job you are considering:**Lead the architecture, design, and delivery of enterprise-scale generative AI solutions on AWS. Translate business problems into secure, scalable, production-grade AI systems using Amazon Bedrock, retrieval-augmented generation (RAG), agentic workflows, and cloud-native AWS services. Drive architecture standards, model orchestration, governance, observability, and operational excellence across the GenAI lifecycle while collaborating with engineering, security, compliance, and business stakeholders**Hybrid working:**The places that you work from day to day will vary according to your role, your needs, and those of the business; it will be a blend of Company offices, client sites, and your home; noting that you will be unable to work at home 100% of the time.**Your Role:*** Lead architecture and implementation of GenAI applications using AWS services, especially large language model capabilities such as Amazon Bedrock* 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.**Additional Responsibilities:*** Architecture Governance* Establish reference architectures, reusable patterns, security standards, and engineering best practices for GenAI adoption across the organization.* Provide technical leadership and mentorship to engineering teams implementing GenAI solutions.* AI Strategy Alignment* Partner with business and product stakeholders to identify high-value GenAI use cases and define measurable outcomes.* Vendor / Model Evaluation* Evaluate foundation models, embedding models, vector databases, and AI tooling for enterprise suitability.* Cost Optimization* Optimize inference cost, latency, throughput, and scalability across GenAI workloads.**Your Skills:*** Experience designing cloud-native GenAI architectures using AWS services such as Bedrock, Lambda, SageMaker, OpenSearch, ECS/EKS, API Gateway, Step Functions, S3, IAM, KMS, and CloudWatch* Knowledge of scalable, secure, event-driven, and distributed system architectures* Experience integrating structured and unstructured enterprise data sources* Experience with RAG, fine-tuning, model evaluation, data privacy, ethical AI, and cross-functional stakeholder management is expected* Strong understanding of enterprise security architecture, IAM, encryption, and secure AI deployment practices* Experience implementing AI governance, auditability, data privacy, and compliance controls* Banking or regulated-industry experience is highly relevant* Hands-on Python development experience for building GenAI applications, APIs, orchestration pipelines, and automation workflows is preferred**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.* Please opt in during the application process.**Make It Real (what does it mean for you):*** You’d be joining an accredited Great Place to work for Wellbeing in 2024. Employee wellbeing is vitally important to us as an organisation. We see a healthy and happy workforce a critical component for us to achieve our organisational ambitions. To help support wellbeing we have trained ‘Mental Health Champions’ across each of our business areas, and we have invested in wellbeing apps such as Thrive and Peppy.* You will be empowered to explore, innovate, and progress. You will benefit from Capgemini’s ‘learning for life’ mindset, meaning you will have countless training and development opportunities from thinktanks to hackathons, and access to 250,000 courses with numerous external certifications from AWS, Microsoft, Harvard ManageMentor, Cybersecurity qualifications and much more.* You will be joining one of the World’s Most Ethical Companies, as recognised by Ethisphere for 13 consecutive years. We live our values by making ethical business choices every day. Working ethically is at the centre of our culture at Capgemini, meaning you will be helping to create a future we can all be proud of.**Why you should consider Capgemini:**Growing clients’ businesses while building a more sustainable, more inclusive future is a tough ask. When you join Capgemini, you’ll join a thriving company and become part of a collective of free-thinkers, entrepreneurs and industry experts. We find new ways technology can help us reimagine what’s possible. It’s why, together, we seek out opportunities that will transform the world’s leading businesses, and it’s how you’ll gain the experiences and connections you need to shape your future. By learning from each other every day, sharing knowledge, and always pushing yourself to do better, you’ll build the skills you want. You’ll use your skills to help our clients leverage technology to innovate and grow their business. So, it might not always be easy, but making the world a better place rarely is.**About Capgemini:**Capgemini is an AI-powered global business and technology transformation partner, delivering tangible business value. We imagine the future of organisations and make it real with AI, technology and people. With our strong heritage of nearly 60 years, we are a responsible and diverse group of 420,000 team members in more than 50 countries. We deliver end-to-end services and solutions with our deep industry expertise and strong partner ecosystem, leveraging our capabilities across strategy, technology, design, engineering and business operations. The Group reported 2024 global revenues of €22.1 billion. Make it real | www.capgemini.com