Acting speaker Mehdi al-Hafidh called on parliamentarians to cast their votes for a parliamentary speaker, the first of three leadership posts which need to be decided.
The others are the presidency followed by the prime minister.
Moderate Sunni Islamist politician Salim Jabouri is the front runner for the speaker's role, Reuters reported.