Torre’s Job-Matching Model | Timezone validation
3.5. Timezone validation
Timezone validation
3.5.1.
Purpose
The timezone matching feature's purpose is to ensure that a user's preference for a specific timezone aligns with the timezone of the company offering the job, based on the preferences of the applicant and the company's operational hours.
3.5.2.
Data
3.5.2.1.
Candidates
The data for this feature is extracted from the location of the user. In case the user didn’t validate a location on their genome, we extract it from their IP address instead.
3.5.2.2.
Talent seekers
Employers can specify their operational timezone in their job posts.
3.5.3.
Data validation
The IP of the user is used to validate the timezone of a user.
3.5.4.
Algorithm validation
  • Daily and weekly metrics
  • Editorial reviews
  • Direct feedback from talent seekers
  • Direct feedback from candidates
3.5.5.
Description
For every job, we compare the user's preferred timezone with the operational timezone of the company offering the job. If a user's preferred timezone does not align with the company's operational timezone, we filter the user from the suggestions, and the user will score 0 for this factor.
3.5.6.
Mathematical description
Let:
  • T_c be the timezone of the candidate.
  • T_t be the operational timezone of the company offering the job.
Mathematical description
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