1. AI platform deployment and operational support experience, 2. Experience with Kubernetes, OpenShift, Azure, AWS, or hybrid-cloud environments, 3. Experience with LoadRunner, JMeter, or enterprise performance testing platforms, 4. Experience implementing observability strategies and operational excellence programs, 5. This role is intended for a senior-level consultant who can immediately engage with engineers, diagnose complex system and application issues, recommend and implement improvements, and elevate the overall technical capabilities of the organization through hands-on mentoring and coaching.