The announcement puts a number on last week's announcement that the company would eliminate several thousand jobs as part of a restructuring aimed at saving USD 2 billion in costs over the next two years.
Target is trying to become more agile as it competes with other big box stores as well as online retailers.
Target spokeswoman Molly Snyder said the cuts will come primarily at headquarters locations in the Minneapolis area, where about 13,500 people work.
The company will also eliminate jobs at a location in Bangalore, India, where Target has about 3,000 employees.
Target had 366,000 employees as of February 1, 2014. That number does not reflect the layoffs in Canada and an updated figure was not immediately available.
Target shares fell 31 cents to USD 78.26 in morning trading today.