Parallel bootstrap and materialization with intelligent resolution

A system for intelligently running bootstrap jobs and materialization jobs in parallel, the system comprising:

• one or more processors;
• and
• at least one memory coupled to the one or more processors and storing instructions that, when executed by the one or more processors, cause the system to perform operations including:
• receiving a transmission over a communications network from a computing device associated with a user of the job coordination system, the transmission including a request to perform a bootstrap job on one or more data assets, and the transmission further including a user preference indicating whether the bootstrap job is to be a primary job or a secondary job to a materialization job running in parallel on the one or more data assets;
• selectively performing one or more preemptive actions based on whether a snapshot for the secondary job would overwrite a snapshot for the primary job such that one or more fixes or updates implemented during the primary job are not incorporated;
• and
• selectively performing one or more remedial actions based on whether the snapshot for the primary job will overwrite the snapshot for the secondary job such that one or more fixes or updates implemented during the secondary job are not incorporated.