Employer ranking for inter-company employee flow

A system comprising:

• a memory comprising instructions;
• and
• one or more computer processors, wherein the instructions, when executed by the one or more computer processors, cause the one or more computer processors to perform operations comprising:
• determining transitions of users of a social network based on a profile of each user, each transition comprising a change of employment from a source company to a destination company;
• creating a transition graph for a plurality of companies, the transition graph comprising a node for each company and links between the nodes, each link between two companies comprising a number of employees that transitioned from the source company to the destination company,
• calculating a weight for each link in the transition graph, the weight being based on a number of employees of the destination company, a number of users transitioning from the source company to the destination company, and a number of users transitioning from the destination company to the source company;
• calculating a company score for each of the plurality of companies based on the transition graph and the weights of the links;
• and
• causing presentation of a report based on the company scores.

A non-transitory machine-readable storage medium including instructions that, when executed by a machine, cause the machine to perform operations comprising:

• determining transitions of users of a social network based on a profile of each user, each transition comprising a change of employment from a source company to a destination company;
• creating a transition graph for a plurality of companies, the transition graph comprising a node for each company and links between the nodes, each link between two companies comprising a number of employees that transitioned from the source company to the destination company;
• calculating a weight for each link in the transition graph, the weight being based on a number of employees of the destination company, a number of users transitioning from the source company to the destination company, and a number of users transitioning from the destination company to the source company;
• calculating a company score for each of the plurality of companies based on the transition graph and the weights of the links;
• and
• causing presentation of a report based on the company scores.