It was the second time in a row that either Force India failed to make Q3.
However, the team can hope for some points tomorrow as it had secured a double points finish at the season opener in Melbourne with Hulkenberg and Perez finishing seventh and 10th from 14th and 15th on the grid.
"It was a short qualifying session in the end with the rain arriving quite early in Q2. Maybe it would have been better for us if the rain had arrived five minutes earlier and Q2 was completely wet because everybody was able to complete a lap on slicks when the track was quite dry," said Hulkenberg.
"There is always the chance of more rain and that's when you have to adapt quickly because it's all about being on the right tyre at the right moment. Whatever happens we will try our best to come away with some points," the German added.