Check if you can change your job design, in a way that will not consume large amounts of memory.
Check that your job server (remote engine in this example) has enough memory allocated to execute the task. For information on how to set the memory in your remote engine, please check here: Specifying Java heap size for a Remote Engine service
Monitor the memory consumption by using a monitoring tool. Please find information regarding Talend's monitoring tools from the following: