Often Missing SkillsDeep programmatic auction mechanics and bid optimizationIdentity resolution and privacy-safe targeting/measurementLarge-scale ad serving and low-latency delivery architectureSSP/DSP API integration and supply path optimizationFraud mitigation and brand safety tooling
Development SuggestionsBuild a hands-on prototype using Google Ad Manager test network + Prebid; complete IAPP CIPP/US coursework and join IAB Tech Lab working groups to apply learnings.