Alliance Data owns the North American Air Miles coalition loyalty programme and Epsilon, a provider of multichannel, data-driven marketing services.
The deal came in the same week that US data company Acxiom accepted a $3bn takeover offer from shareholder ValueAct Capital Partners and private equity firm Silver Lake.
In January, Alliance Data acquired the UK and US data co-operative company Abacus from DoubleClick for $435m.