
Explanation:
Data Analyst.
When dealing with data roles in an organization, responsibilities are divided among data analysts, data engineers, and data scientists. Let's review them:
* Data Analyst
* Focuses on understanding business requirements and ensuring that the right rules and logic are applied to data so it becomes meaningful for decision-making.
* They work closely with stakeholders to define business rules such as data validation rules, aggregation logic, and reporting metrics.
* This makes them responsible for identifying which business rules must be applied to data.
* Data Engineer
* Responsible for designing, building, and maintaining the infrastructure and pipelines that move and process data.
* They ensure data availability, reliability, and scalability, but do not usually define business rules.
* Data Scientist
* Focuses on advanced analytics, predictive modeling, and machine learning.
* They use data prepared by engineers and analysts but are not typically the ones who define the business rules that govern how raw data should be interpreted.
Therefore, the correct answer is Data Analyst.
A data analyst
* Data roles and responsibilities in Azure
* What is a Data Analyst?
* Responsibilities of Data Engineers vs Data Scientists vs Data Analysts Microsoft References