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However, the share of the wage budget may not result from the levels of pay for employees, but rather the number of employees. This means that SAPS doesn't necessarily pay high salaries, but has a high number of employees.
Luckily, StatsSA also identified what each department pays per civil servant on average. This gives a more accurate picture of which departments pay high salaries. So what does this ranking reveal?
The Office of the Chief Justice took the top spot as the highest-paying government department. The average employee there earns R808 249 per annum.
Second place went to International Relations and Cooperation, while third place went to Parliament.
In what may be a surprise for some, The Presidency only ranked at number 30 on the list - with an average salary of R454 534.
The average wage for employees across all departments stood at R328 104 p.a.
So where did SAPS land up? Well, the department has 192 829 employees - who earn an average of R298 002 per annum. This works out to just over R24 800 per month. While this pales in comparison to many other departments, it is well above the average income for South Africans.
In fact, out of the 47 government department averages in the ranking, even the lowest paid employees earn more than the average South African.
You can see the average wage for different departments in the ranking below: