Pregnancy discrimination is illegal under New York, New Jersey and Pennsylvania state and federal laws. Pregnancy discrimination is also considered sex discrimination.There is no federal or New Jersey law that explicitly prohibits employers from discrimination against employees on the basis of their family responsibilities. These laws prohibit employers from taking action or firing an employee because the employee has become pregnant or was pregnant. Are you in need of North Brunswick Discrimination Lawyers? We can help you protect your rights in regard to NJ labor and employment laws. All employees and applicants for employment should promptly report suspected violations of the. In New Jersey, individuals have the right to be free from unlawful discrimination in the workplace. The federal Pregnancy Discrimination Act (PDA) prohibits employers from discriminating based on pregnancy. All pregnant people are protected against discrimination under the New York State Human Rights. Law.