Occupations with Data modelling

Define entities, attributes, relationships and data constraints, checking that the model supports required operations and information consistency.

Data engineer

analytical

collaborative

indoor

Builds data ingestion and transformation pipelines, designs storage models and monitors quality so that analytical and operational systems receive dependable datasets at the required time.

CRM developer

analytical

collaborative

indoor

Configures and extends CRM systems, implementing customer records, workflow stages, access permissions and integrations that support agreed sales and service processes across teams.

Systems analyst

analytical

collaborative

indoor

Translates user and process needs into precise information system requirements, specifying data, scenarios and the rules governing interactions between components.