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Data AnalystQuestion 40 of 57

Segmenting Data (NTILE)

Problem

The HR department wants to split salaries into 4 equal groups (quartiles) to assign benefits. Write a query to fetch the first_name, salary, and their salary quartile (1 to 4) as salary_quartile.

Database Schema

Table: employees

  • employee_id (INT): Unique identifier for the employee.
  • first_name (VARCHAR): First name of the employee.
  • last_name (VARCHAR): Last name of the employee.
  • salary (INT): Employee's salary.
  • department_id (INT): Foreign key referencing the department.
  • manager_id (INT): Foreign key referencing the manager (another employee).
  • hire_date (DATE): Date the employee was hired.

Table: departments

  • department_id (INT): Unique identifier for the department.
  • department_name (VARCHAR): Name of the department.

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Solution