Responsible for enterprise-wide governance and utilization of information as an asset, via data processing, analysis, data mining, information trading, and other means

They analyze data, define key metrics, and create dashboards. They explore the data, look for patterns and trends.

They develop models and algorithms to solve complex problems and make predictions.

Responsible for Implementation of infrastructure to gather data, transform it into useful forms, and ensure its availability to other data roles for analysis

They work on developing and deploying machine learning models. They collaborate with data scientists to implement and optimize models in production

They design the overall data architecture of the organization by defining data standards, developing data strategies, and ensuring data integration across systems

They focus on the infrastructure and operations of the data team. They ensure the reliability, scalability, and performance of the data systems

They design and create data models that represent the structure and relationships of the organization’s data.

Responsible for managing and maintaining the organization’s databases. They ensure data integrity, security, and performance