208 ) roles of data architect and responsibilities
## 1. Strategy & Requirements
* I gathered requirements.
* Then I translated business requirements into databases, data warehouses, and data streams.
* I collaborated with other teams to plan data strategies, build models, and figure out what stakeholders needed.
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## 2. Architecture & Design
* Once the translation into databases was done, I planned out the overall data framework, including security, reference data, metadata, and master data.
* I evaluated the current setup to decide if a star or snowflake schema worked best for reporting.
* I looked for new data sources.
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## 3. Tool Selection & Engineering
* Once the framework was set, I evaluated and chose the right tools and databases for data loading, transformation, storage, and reporting.
* I built APIs to pull data.
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## 4. Governance & Quality Control
* Once the pipelines were running, I set up rules to keep data accurate and easy to access.
* I created standard processes for handling data.
* I kept databases secure and followed complian
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