Leadership and Innovation
Degrees
Feature / Dimension |
Media Buying (Performance Marketing) |
Marketing Data Analytics |
Core Mission |
Maximize direct return on ad spend (ROAS) and scale customer acquisition. |
Uncover actionable customer insights and audit marketing efficiency. |
Primary Tool Stack |
Meta Ads Manager, Google Ads, TikTok Ads, AppsFlyer, Triple Whale. |
SQL, Python, R, Google Analytics 4, Tableau, Power BI, BigQuery. |
Key Performance Indicators |
CAC, ROAS, CTR, CPM, Conversion Rate, Hook Rate. |
Marketing Efficiency Ratio (MER), LTV/CAC, Cohort Retention, Churn Rate. |
Cognitive Orientation |
Dynamic, reactive, consumer psychology, creative testing. |
Structured, algorithmic, statistical validation, system architecture. |
Daily Deliverable |
Live campaign adjustments, creative briefs, ad spend allocation. |
Executive BI dashboards, predictive models, attribution reports. |
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