The penalty for the late filing of a job application form in Singapore can vary depending on the specific circumstances and the employer's policies. In general, employers may reject late applications or give preference to those submitted within the specified deadline. Therefore, it is important to submit job applications on time to maximize the chances of being considered for the position.