How can I find the Nth highest salary in a table containing salaries in SQL Server?
The NTH_VALUE() function explicitly shows you the value of the third-highest salary by department. The ROW_NUMBER() , RANK() , and DENSE_RANK() functions rank the salaries within each department. Then, you can simply find the salary value associated with rank number 3.
By default ORDER BY clause print rows in ascending order, since we need the highest salary at the top, we have used ORDER BY DESC, which will display salaries in descending order. Again DISTINCT is used to remove duplicates. The outer query will then pick the topmost salary, which would be your Nth highest salary.
You can use a Common Table Expression (CTE) to derive the answer.
Let's say you have the following salaries in the table Salaries:
EmployeeID Salary -------------------- 10101 50,000 90140 35,000 90151 72,000 18010 39,000 92389 80,000
We will use:
DECLARE @N int SET @N = 3 -- Change the value here to pick a different salary rank SELECT Salary FROM ( SELECT row_number() OVER (ORDER BY Salary DESC) as SalaryRank, Salary FROM Salaries ) as SalaryCTE WHERE SalaryRank = @N
This will create a row number for each row after it has been sorted by the Salary in descending order, then retrieve the third row (which contains the third-highest record).
For those of you who don't want a CTE (or are stuck in SQL 2000):
[Note: this performs noticably worse than the above example; running them side-by-side with an exceution plans shows a query cost of 36% for the CTE and 64% for the subquery]:
SELECT TOP 1 Salary FROM ( SELECT TOP N Salary FROM Salaries ORDER BY Salary DESC ) SalarySubquery ORDER BY Salary ASC
where N is defined by you.
SalarySubquery
is the alias I have given to the subquery, or the query that is in parentheses.
What the subquery does is it selects the top N salaries (we'll say 3 in this case), and orders them by the greatest salary.
If we want to see the third-highest salary, the subquery would return:
Salary ----------- 80,000 72,000 50,000
The outer query then selects the first salary from the subquery, except we're sorting it ascending this time, which sorts from smallest to largest, so 50,000 would be the first record sorted ascending.
As you can see, 50,000 is indeed the third-highest salary in the example.
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