He resigned from the cabinet last month after a report found he'd bullied officials.
The former deputy prime minister's become the 37th Conservative MP to announce plans to retire from politics.
He says it's partly because he's concerned about the pressure on his young family.
The Sun's political editor Harry Cole says the polls will have been a factor too.