KPMG AG

Über uns

KPMG AG ist ein führender Anbieter von professionellen Dienstleistungen in der Schweiz mit einem starken globalen Netzwerk. Das Unternehmen bietet Beratungs- und Prüfungsdienstleistungen in verschiedenen Branchen an und ist bekannt für seine umsetzbaren Einblicke, die zu neuen Chancen und besseren Ergebnissen führen.

Einblicke

Entwicklungsprozess

The development team at KPMG works within a high-performing group of AI engineers and data scientists, fostering a culture of inclusion, continuous learning, and technical excellence. The team employs hands-on engineering practices, including architecture and code reviews, and resolves complex technical challenges. They build and optimize ML pipelines, reusable services, deployment workflows, and MLOps/DevOps automation. Governance and best practices are emphasized, with defined coding standards, CI/CD pipelines, testing protocols, and documentation. Solutions are designed for scalability, security, and maintainability, with a focus on operational reliability and maintainability.

Karriereentwicklung

KPMG bietet personalisierte Trainingsprogramme, eine Vielzahl von Kursen und maßgeschneiderte Karrierepfade, um das volle Potenzial der Mitarbeiter zu entfalten.

Frameworks vs. Eigenbau

The team evaluates and adopts the right tools and frameworks to meet product requirements, ensuring solutions are robust, scalable, and production-ready. They have hands-on expertise in Azure AI/ML services and use ML frameworks like PyTorch and TensorFlow. The approach involves developing engineering patterns, reusable services, and blueprints to drive adoption and scale AI across the firm, ensuring consistency and reusability of AI solutions across teams.

Tech-Stack

PythonPyTorchTensorFlowAzure DevOps

Ansprechpersonen