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Michelle Barineau

Michelle Barineau counsels U.S. and multinational clients on a broad range of employment issues. Michelle routinely provides guidance pertaining to wage and hour compliance, job classifications, pay equity, and employee leave. She also prepares key employment documents including employment agreements, employee policies, and separation agreements.

Michelle guides employers through hiring and terminating employees and managing their performance, as well as workforce change strategies, including reorganizations, reductions in force, and WARN compliance. In addition, Michelle provides practical advice about workplace issues impacting employers including remote work, workplace culture, diversity, equity, and inclusion, and the use of artificial intelligence in the workplace. She helps clients navigate matters involving harassment, discrimination, non-competition, and other issues arising under state and federal employment laws including Title VII of the Civil Rights Act of 1964, the Americans with Disabilities Act, the Equal Pay Act, the Family and Medical Leave Act, and the Fair Labor Standards Act. She assists clients when responding to agency charges and demand letters, including whistleblower retaliation complaints, and frequently interacts with the Equal Employment Opportunity Commission, state and local equal employment opportunity agencies, and the Occupational Safety and Health Administration.

Michelle has experience investigating employment complaints and she frequently partners with white collar colleagues to conduct sensitive internal investigations, workplace culture assessments, and racial equity audits. She works with colleagues in the privacy, employee benefits and executive compensation, and corporate groups when employment matters arise and she regularly works with colleagues in California to advise on matters implicating California employment laws. Michelle is a co-founder of Covington’s AI Roundtable, which convenes senior lawyers at the firm working closely on AI issues to discuss legal implications of AI deployment and use.

Recently, the Department of Labor (“DOL”) Office of Federal Contract Compliance Programs (“OFCCP”) unveiled new guidance regarding the use of automated systems and artificial intelligence (collectively referred to as “AI”) in the workplace.  This guidance was issued as a part of a series of actions that the Biden administration has taken to address AI in various contexts and industries. 

The OFCCP guidance follows President Biden’s Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence, which directed the Secretary of Labor to “publish guidance for Federal contractors regarding nondiscrimination in hiring involving AI and other technology-based hiring systems.”  Specifically, the guidance addresses how federal prime contractors and subcontractors should approach employment nondiscrimination risks and best practices when using AI in the context of the laws that OFCCP enforces.Continue Reading Office of Federal Contract Compliance Programs Releases New Guidance on the Use of Artificial Intelligence in Federal Contracting Employment Processes