- Integrating Hadoop with existing systems
- Integrating predictive analytics into production systems of engagementt
- Building test to production feedback loops for continual improvement
- Developing code and transforming data
- Tuning and deploying Hadoop clusters
- Developing and measuring effectiveness of predictive analytics models

