Pregnancy discrimination is against the law. The EEOC enforces three federal laws that protect job applicants and employees who are pregnant.The NYCHRL prohibits unlawful discrimination in employment, public accommodations, and housing on the basis of actual or perceived pregnancy. Pregnancy Discrimination. Anyone who experiences pregnancy discrimination in the workplace has the right to take legal action against their employer. Unfortunately, to this day, protected groups under the law find themselves facing discrimination in the workplace. If you have experienced pregnancy related discrimination in the workplace, contact a Los Angeles Pregnancy Discrimination Attorney at Clark Employment Law. The NYCHRL prohibits unlawful discrimination in employment, public accommodations, and housing on the basis of actual or perceived pregnancy. Pregnancy discrimination is all too common in the workplace. But did you know that pregnant employees have specific rights and protections in the workplace?