BAGHDAD—Iraq’s finance minister was voted out of office by the country’s parliament on Wednesday over allegations of corruption and mismanagement, the second such dismissal of a high-profile government minister in less than a month.

Hoshyar Zebari, a former foreign minister and a prominent member of the Kurdish Democratic Party, has been under intense scrutiny by lawmakers over accusations of misusing public funds, allegations he has strenuously denied.

Under...