Highest salary at Shelter Island in year 2013 was $171,770. Number of employees at Shelter Island in year 2013 was 72. Average annual salary was $50,445 and median salary was $42,016. Shelter Island average salary is 8 percent higher than USA average and median salary is 3 percent lower than USA median salary.