Retrieve Similar Job Recommendations (v3)

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Similar Job Recommendations allows the customer to return a set of jobs that are similar to a job of interest to a job seeker.

API Overview

A caller passes a Job entity X, and an optional resultSize number N, to the jobs.recommend API. The Cloud Job Discovery service returns up to N similar recommended jobs.

The results are based on:

  • User behavior: API returns jobs viewed or applied for by other users who also viewed or applied for the passed-in job X
  • Job metadata: API returns jobs with a similar classification to the passed-in job X as determined by the service's job classification machine learning model

The list of returned jobs is sorted by relevance (job N has higher relevance than job N+1).

De-Duplication: The service removes jobs from the results that are possible duplicates of the passed-in job X. De-duplication logic is based on the passed-in job's associated companyName and jobTitle.

Usage Requirements

The following steps are necessary or recommended when using this feature:

  • For each Search and Histogram request, the sessionId and userId in the requestHeader/requestMetadata must be populated
  • For each Search request, User Behavior Event reporting (via Pub/Sub) must be implemented, and, if applicable, the implementation must send at least the following events for each search request:
    • VIEW
    • and one of
      • APPLY_START
      • APPLY_REDIRECT
      • APPLY_COMPANY_SUBMIT
  • For best results, greater than 20,000 unique user queries per month and a large number of jobs per company are recommended

Limitations

Recommended jobs are only returned for the company associated with the passed-in job (jobs associated with the passed-in Job's companyName).