I don't think there's a confirmed source, but there's certainly indications, for example, an AWS post that they use ECC memory for the GPUs in their cluster GPU instance
Given that they list both the standard memory and GPU memory next to each other, but only put ECC next to the GPU memory, it seems relatively likely to me that the standard server memory is not ECC.
I was not able to find Amazon declaring that they don't, but neither do they say anywhere that they do. For example they describe the hardware specs here: http://aws.amazon.com/ec2/instance-types/ If they did have ECC RAM it is unlikely that they would keep it secret, especially given that ECC RAM can be twice as expensive.