Unified logging of actions for labeling

A system, comprising:

• one or more processors;
• and
• memory storing instructions that, when executed by the one or more processors, cause the system to:
• receive, over one or more event streams, a set of logging events for actions performed between members and jobs over multiple channels;
• aggregate a subset of the logging events spanning a logging window by a reference identifier (ID) generated based on a user session of a member, a first member ID for the member, and a first job ID for a job;
• create, based on a unified data logic, a record comprising a subset of the actions in the logging events and contexts for the subset of the actions;
• and
• output the record for use in subsequent analysis associated with the member and the job.

A non-transitory computer-readable storage medium storing instructions that when executed by a computer cause the computer to perform a method, the method comprising:

• receiving, over one or more event streams, a set of logging events for actions performed between members and jobs over multiple channels;
• aggregating a subset of the logging events spanning a logging window by a reference identifier (ID) generated based on a user session of a member, a first member ID for the member, and a first job ID for a job;
• creating, based on a unified data logic, a record comprising a subset of the actions represented by the logging events and contexts for the subset of the actions;
• and
• outputting the record for use in subsequent analysis associated with the member and the job.