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Case study 07 / Semantic applicant screening

Sorting Hat

Semantic screening and ranking for high-volume recruitment.

Intellect Design ArenaSemantic matchingApplicant rankingTalent acquisition

01 / Problem

The question behind the work.

High-volume recruitment needs a practical way to screen and rank applicant pools against role requirements.

02 / My ownership

What I took on.

I built a semantic applicant-screening and ranking solution for high-volume recruitment.

03 / Solution

From problem to working solution.

  1. 01

    Use semantic screening to compare applicants with role requirements.

  2. 02

    Rank applicants to support prioritisation in high-volume recruitment.

  1. 01Applicant pool
  2. 02Semantic screening
  3. 03Ranked applicants
Process illustration · a conceptual view of the work

04 / Evidence

The work, with context.

Semantic screening

Delivered capability

Applicant screening and ranking built for high-volume recruitment.

05 / Results

What changed.

Built a screening and ranking capability to support prioritisation in high-volume applicant review.