from boto.exception import AWSConnectionError

@app.task(bind=True, default_retry_delay=30 * 60)  # retry in 30 minutes.
def upload_to_s3(self, data):
    try:
        #code to upload to S3
    except AWSConnectionError as exc:

        raise self.retry(exc=exc, countdown=60)