Design a python program to replace every occurrence of a word in a string with another word.
string = "Hello hello world!"
word = "hello"
replacement_word = "welcome"
def replace_word(string, word, replacement_word):
    return string.replace(word, replacement_word)

print(replace_word("Hello hello world!", "hello", "welcome"))