The IT Support Engineer II role involves supporting machine learning environments and infrastructure. Responsibilities include managing customer relationships, resolving hardware/software issues, collaborating with IT teams, and authoring documentation. Candidates must possess strong technical expertise with Unix/Linux, cloud environments, and DevOps practices, supported by over five years of experience.