If you've ever requested an Uber or rented a room on Airbnb, then you are among the millions of Americans participating in the "gig" economy.

These digital marketplaces provide customers with convenience and workers with the freedom to create their own schedule. Yet that freedom comes at a cost. Many of these jobs don't offer benefits such as sick leave or reimbursements, allowing companies to save on employee expenses.