Would the more appropriate word to describe a person who holds secular beliefs be "secular person" or "secularist"?
Personally, I feel that "secular person" would be the answer as the suffix "-ist" is usually associated with professions (e.g., artist) or followers of theological doctrine (e.g., fundamentalist, Buddhist, Calvinist) whereas secularism is far from following theological doctrine or a denomination.