What are their employee IDs?
SELECT T1.EMPLOYEE_ID FROM employees AS T1 JOIN departments AS T2 ON T1.department_id   =   T2.department_id WHERE T2.department_name   =   'Finance'
Their employee IDs refer to selecting EMPLOYEE_ID from a table; joining with departments table on department_id; where department_name is 'Finance'.