About us
act digital est un groupe international de conseil et d'ingénierie qui accompagne ses clients dans leurs projets de transformation numérique.
Présent dans 12 pays et fort de plus de 5 600 collaborateurs, nous mettons nos expertises au service de leurs enjeux en développement logiciel, cybersécurité, data, cloud et IA.
Notre ambition : devenir le partenaire technologique de confiance des entreprises les plus innovantes, en concevant et sécurisant des systèmes qui renforcent leur performance et leur résilience.
Rejoindre act digital France, c'est intégrer une organisation agile et engagée, qui fait avancer les projets avec ses clients pour transformer les idées en résultats concrets, avec pragmatisme et exigence.
Job Description
You will join our Digital Transformation Division, working alongside a team of experts in software solution development, the design of robust, scalable and secure infrastructures, agile methodologies, and data management, supporting our clients in delivering their strategic projects.
You will be seconded to a major player in the industrial sector, within a team dedicated to the engineering and operations of an AI Platform based on Kubernetes / OpenShift.
This team is responsible for setting up, operating, and continuously improving a reliable and secure environment for the deployment, monitoring, and management of Machine Learning models in production.
Required qualifications
Platform Maintenance and Operations: Supporting kube/ocp based AI platform's day-to-day operations. Applying changes and upgrades to the AI Platform and its components, to ensure seamless functionality.
Deployment and Supervision: Deploy and supervise AI models within a kube/OCP environment, automating the deployment, scaling, and management processes for ML models.
CI/CD Pipeline Management: Design, build, and maintain automated pipelines using **Tekton** or **Kubeflow** for key workflows like model retraining and inference. Implement solutions for Continuous Integration/Continuous Delivery (CI/CD) and ongoing monitoring.
Technical Support and Troubleshooting: Diagnosing and resolving problems related to pod crashes, resource allocation, and pipeline failures.
Customization and Security: Customize and rebuild platform components, including workbench and runtime images, to integrate new tools and libraries. Ensure the compliance and security of all production environments.
Required Expertise and Qualifications:
Strong expertise in containerization technologies such as Docker and orchestration platforms like Kubernetes (OpenShift experience is a plus).
Proficiency in DevOps principles and best practices, including CI/CD, Infrastructure as Code, and GitOps.
Familiarity with MLOps tools, including but not limited to Kubeflow, Elyra, and Large Language Models (LLMs).
Scripting proficiency, particularly in Python & GO.
Knowledge of various Machine Learning frameworks.
Knowledge on Tekton, artifactory
Localisation : Marignane (13)
Date : ASAP
Anglais nécessaire
