Abstract: The disclosed technologies are capable of reading ingestion configuration data for a client of a plurality of clients of a graph database, transforming the ingestion configuration data from a declarative representation into a graph representation of the ingestion configuration data, storing the graph representation of the ingestion configuration data in the graph database, providing the graph representation of the ingestion configuration data to a data service, where the data service comprises one or more of (i) a physical grouping of at least one computing device configured to store at least a portion of the graph database, (ii) a logical grouping of at least one computing device configured to store at least a portion of the graph database, or (iii) a combination of (i) and (ii).

Abstract: Methods, systems, and computer programs are presented for finding job-posts shared or posted by connections of a job-seeking member. One method includes an operation for uploading social graph information, resource information, and member information to a data store. The method further includes receiving, by the data store, a request for resources associated with connections of a member, the request comprising a member identifier (ID) of the member. The data store determines first-degree connections of the member ID, and second-degree connections based on the first-degree connections. Further, the data store determines resources associated with any member from the first-degree connections or from the second-degree connections. The method further includes sorting the determined resources based on a relevance of each resource to a profile of the member ID, and causing presentation on a display of at least one of the sorted plurality of resources.

Abstract: The disclosed technologies are capable of reading ingestion configuration data for a client of a plurality of clients of a graph database, transforming the ingestion configuration data from a declarative representation into a graph representation of the ingestion configuration data, storing the graph representation of the ingestion configuration data in the graph database, providing the graph representation of the ingestion configuration data to a data service, where the data service comprises one or more of (i) a physical grouping of at least one computing device configured to store at least a portion of the graph database, (ii) a logical grouping of at least one computing device configured to store at least a portion of the graph database, or (iii) a combination of (i) and (ii)