Highest salary at Shelter Island in year 2011 was $159,236. Number of employees at Shelter Island in year 2011 was 71. Average annual salary was $49,298 and median salary was $43,836. Shelter Island average salary is 5 percent higher than USA average and median salary is 1 percent higher than USA median salary.