Protections from Discrimination – Va. Code § 2.2-3909. Many women face workplace pregnancy discrimination.Pregnancy discrimination is against the law. The EEOC enforces three federal laws that protect job applicants and employees who are pregnant. Materials and Methods. Against women in the workplace (UNICEF,. 2020).