Uber does report to the CRA. The Canadian tax authorities have the legal right to be given the details of drivers that live or work in the country. Any income earned from working as an Uber driver is taxable. Although some expenses are deductible. Drivers who have failed to report in the past have the opportunity to set the record straight using the CRA Voluntary Disclosure Program (VDP).