A person who illegally takes money or property entrusted to them, especially in a workplace or official position.
He was arrested as an embezzler who misappropriated company funds.
Compound of 横領 (embezzlement) + 者 (person). 横領 is composed of 横 (side, improper) and 領 (control, receive), referring to taking something improperly.