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Capgemini

Global consulting, technology services, outsourcing

DevOps AI Platform Architecture

Platform EngineeringUpdated on Nov 14
Full-timeLondon, UKNo salary listed

About the Job

Requirements

  • Define and document global AI platform patterns, end-to-end machine-learning lifecycle reference architectures, and obtain approvals through architecture forums.
  • Design model-serving architecture.
  • Partner with the AI Tech Lead on the model-serving proof of concept and define the architecture for scalable and secure model deployment.
  • Define and document MLOps architecture using learnings from the model-serving proof of concept, and drive approvals for standardization.
  • Assess LLM capabilities in Azure AI Foundry, Amazon Bedrock, and Databricks; make design decisions and obtain approval.
  • Work with security, the Data Protection Office, and other architecture teams to align on decisions and secure rollout approvals.
  • Document low-level design for rolling out LLMs to different use cases.

Responsibilities

  • Design, build, and optimize scalable AI platforms for developing, deploying, and managing AI/ML solutions.
  • Design and implement AI platform architectures using cloud services such as Microsoft Azure, AWS, or Google Cloud.
  • Establish CI/CD and MLOps pipelines to automate model training, testing, deployment, and monitoring.
  • Manage containerized workloads using Docker and Kubernetes for scalability and reliability.
  • Ensure platform security, compliance, governance, and cost optimization through best practices and automation.
  • Collaborate with data scientists, developers, security teams, and business stakeholders to deliver enterprise-grade AI solutions.
  • Implement observability, monitoring, and incident-management processes to maintain platform performance and availability.
  • Evaluate and integrate emerging technologies in Generative AI, platform engineering, and cloud-native ecosystems.
  • Drive incremental platform capabilities, including Responsible AI, Generative AI, and data governance, aligned with approved architecture.

About the Company

Capgemini

Global consulting, technology services, outsourcing

Capgemini provides consulting, technology services, and outsourcing to help organizations transform digitally. Its offerings include strategy and transformation consulting, system integration, application development, IT infrastructure management, and managed IT operations. It differentiates itself with a global presence in over 50 countries and a focus on applying AI, cloud, and cybersecurity to real business problems. Its goal is to help clients navigate digital transformation and improve efficiency and innovation through tailored, contract-based or managed services.

Company size
10,001+
Company stage
IPO
Headquarters
Paris, France
Founded
1967

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