MANAGERS NOTES Engineering vs. Analysis: The role requires "engineers or developers," not Data Scientists or Data Engineers. Resumes should emphasize Python or GoLang for systems development rather than just data analysis or model training. Infrastructure Mastery: Look for deep knowledge in EKS (Kub