Looks like they do have an async client:
http://docs.aws.amazon.com/AWSJavaSDK/latest/javadoc/com/amazonaws/services/dynamodbv2/AmazonDynamoDBAsyncClient.html
http://aws.amazon.com/articles/5496117154196801