This paper assesses the extent to which shared economy providers in the gig economy comply with income tax laws in Australia. It explores the concerns of the Federal Government and the Australian Taxation Office (ATO) regarding tax avoidance by workers in the gig economy. The ATO has recommended a reporting scheme for shared economy institutions to disclose and report income earned by their workers. The paper also discusses the recommended tax regime and compliance measures for the gig economy.