Boeing Co. is considering a plan to reduce its workforce by about 10%, people familiar with the matter said, as the aerospace giant grapples with the fallout from the coronavirus pandemic.

The plan could involve buyouts, early retirements and involuntary layoffs.

The potential labor cuts at the aerospace giant, which globally employs about...