Associate Director, Data Analytics
Singapore - 1 Wallich Street
SGD 67K-93K (estimate) Mid-level Full Time
Tasks
- Apply generative AI to automate reporting
- Build analytics-ready datasets and data models
- Build automated analytics workflows
- Build customer segmentation models
- Collaborate on ETL/ELT pipelines
- Conduct regression and predictive analytics
- Consult with stakeholders on measurement approaches
- Deploy ML models using CI CD containers orchestration
- Design analytics and measurement solutions
- Develop reusable analytics frameworks
- Develop scalable dashboards and reporting
- Develop statistical and machine learning models
- Implement data monitoring and quality checks
- Manage marketing platform API connectors
- Perform attribution and incrementality measurement
- Perform campaign performance analysis
- Perform marketing mix modeling
- Present findings and recommendations
- Provide technical mentorship and guidance
- Translate business questions into analytical frameworks
- Validate data quality and analytics accuracy
Perks/Benefits
- N/A
Skills/Tech-stack
API Integration | Airflow | Attribution Modeling | BigQuery | CI/CD | Cloud Storage | Cloud platform | Containerization | Customer Segmentation | Data Quality | Data Studio | Data Validation | Docker | ELT | ETL | Forecasting | Generative AI | Google Cloud | Google Cloud Platform | Google Cloud Storage | Google Composer | Google Data Studio | Incrementality testing | Keras | Kubernetes | Langchain | Machine Learning | Marketing Mix | Marketing Mix Modeling | Mix Modeling | OpenAI | Pandas | Power BI | PySpark | Python | Regression Analysis | SQL | Scikit-learn
Education
N/A
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