1 answer published. Last candidate submission on Apr 30 2026, 4:11pm PDT. Interview question asked to Software Engineers, Site Reliability Engineers, ML Engineering Managers and other roles interviewing at Mixpanel, Pocket Gems, ZoomInfo and other companies. Original question asked: Design a system for real-time analytics.. Question last reported by a candidate interviewing at Ripple for a ML Engineering Manager interview on Jul 13 2026, 5:57am PDT.