Microsoft Certified: Machine Learning Operations Engineer Associate

An organization is standing up its MLOps infrastructure and wants to provision Azure resources in a repeatable, version-controlled manner following infrastructure as code (IaC) practices. According to the recommended tooling for this role, which combination should the MLOps engineer use to define and deploy that infrastructure?

A hiring manager is defining the entry-level background needed for someone who will design and implement MLOps infrastructure in this role. Which prerequisite skill set aligns with the expectations described for the certification?