Highest salary at Shelter Island in year 2019 was $217,343. Number of employees at Shelter Island in year 2019 was 79. Average annual salary was $49,736 and median salary was $44,076. Shelter Island average salary is 6 percent higher than USA average and median salary is 1 percent higher than USA median salary.