John Deere is laying off 14 per cent of its work force in Iowa and Illinois and shifting more production to its plants in Mexico.
About 600 employees have received layoff notices.
It has had three consecutive quarters of declining sales and is projecting a decline in annual profits.
The United States Department of Agriculture has been predicting a significant drop in net farm income this year.
