Director and Head of CRM Analytics and Science
KRW 60000K-80000K (estimate) Executive-level Full Time
Tasks
- Build personalization algorithms and optimization frameworks
- Collaborate with engineering product and growth marketing
- Define and execute CRM data science roadmap
- Develop customer lifecycle models
- Drive churn prevention solutions
- Ensure production model scalability and monitoring
- Lead experimentation measurement and causal inference
- Lead machine learning model development and deployment
- Manage data science teams and mentoring
- Optimize onsite marketing personalization
- Optimize outbound marketing channels
- Translate business problems into data science solutions
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Audience Segmentation | B testing | Causal Inference | Churn Prediction | Customer Lifetime Value | Customer lifetime value modeling | Data Pipelines | Deep learning | Incrementality testing | Language Processing | Lifetime value modeling | Machine Learning | Marketing Mix | Marketing Mix Modeling | Mix Modeling | Natural Language | Natural Language Processing | Optimization | Personalization | Real Time | Real-time Data | Real-time data pipelines | Recommendation Systems | Statistical modeling | Value modeling
Education
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