E-commerce giant Amazon has announced an expansion in midtown Manhattan.

The company signed a lease for 335,000 square feet in the Hudson Yards neighborhood on the west side. The new office will accommodate more than 1,500 workers and is slated to open in 2021, according to the comapny.

“As we shared earlier this year, we plan to continue to hire and grow organically across our 18 Tech Hubs, including New York City,” the Seattle-based company said.

Amazon abandoned plans in February to build an additional headquarters in New York’s Long Island City neighborhood following fierce public criticism of tax breaks promised to the company, and concerns about the impact on housing costs and transportation.

Amazon said it is not receiving tax benefits or other incentives for its new office, which will be located in SL Green Realty Corp.’s building on 10th Avenue between 33rd and 34th Streets.

Facebook also announced that it was leasing more than 1.5 million square feet at Hudson Yards last month. And Google is also in the midst of a major expansion in the city.