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Pretty standard window function territory.
Start by clarifying the requirements: ranking method (e.g., ROW_NUMBER, RANK, DENSE_RANK) and handling ties. Then write a SQL query using a window function partitioned by department and ordered by salary descending. Finally, explain the differences between ranking functions and when to use each.
Pro tip: Demonstrate awareness of performance implications: window functions can be expensive on large datasets, so consider indexing on (department_id, salary) to optimize. Also, mention that the choice of ranking function depends on business rules for ties.
Ask whether ties should receive the same rank or sequential numbers, and whether to include all employees or only top N per department.
Select ROW_NUMBER, RANK, or DENSE_RANK based on tie-handling: ROW_NUMBER gives unique sequential numbers, RANK leaves gaps after ties, DENSE_RANK does not leave gaps.
Use a window function with PARTITION BY department_id ORDER BY salary DESC. Example: SELECT employee_id, department_id, salary, RANK() OVER (PARTITION BY department_id ORDER BY salary DESC) AS salary_rank FROM employees;
Walk through the query logic, discuss edge cases (e.g., null salaries, multiple employees with same salary), and suggest how to test with sample data.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.