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ETD

Archivio digitale delle tesi discusse presso l’Università di Pisa

Tesi etd-06272025-120724


Tipo di tesi
Tesi di laurea magistrale
Autore
ARANCIO FEBBO, MATTIA
URN
etd-06272025-120724
Titolo
Advanced Analytics for Recruiting: Design and Development of an Intelligent Support System
Dipartimento
INFORMATICA
Corso di studi
DATA SCIENCE AND BUSINESS INFORMATICS
Relatori
relatore Prof. Soldani, Jacopo
Parole chiave
  • apache spark
  • databricks
  • HR
  • open ai
  • oracle apex
  • power bi
  • recruiting
  • sql developer
Data inizio appello
18/07/2025
Consultabilità
Non consultabile
Data di rilascio
18/07/2065
Riassunto
The thesis presents the development of Power Recruiting, a system designed to support the Human Resources department of the company Advant S.r.l. The system enables the structured extraction of information regarding company needs as expressed by managers, with the goal of automatically generating job postings ready for publication.
The technologies and development environment used are illustrated, along with the overall architecture of the solution and the construction process of the application dedicated to extracting corporate information. The thesis then delves into the automatic job posting generation mechanism, leading to the design of the data mart and reporting tools, developed based on already available corporate data derived from a preliminary analysis of received résumés, carried out using machine learning models.
The entire solution helps optimize HR department resources, reduce selection times, and improve the efficiency of the recruiting process.
Although it represents an initial version, Power Recruiting has already shown promising results and will be subject to future enhancements and functional improvements.
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