Focusing on Brazilian experience, the paper discusses the challenges that collective bargaining in the gig economy may face. In Brazil, the trade union system is still based on legislation of the 1930s, deeply influenced by corporatist theories, due to its reaffirmation in the Federal Constitution of 1988 currently in force.