Oute Rview A Technical Recruitment Process

The present interview system is biased over a candidate’s performance in a ‘3-hour interview’ but then itdoes not take into account other factors that prove beneficial such as the candidates competitive codingskills, real-time project capabilities, contribution to the open source development community and so on.Here, with the help of OUTerview, a software application that gets access of the candidate’s publiclyavailable resources such as GITHUB, STACK OVERFLOW, HACKEARTH, etc. Furthermore, it scrapesthe data available and generates a scoresheet that gives an overall assertion about their technical abilities,coding skills and the kind of languages used to prototype. On the other hand, a model is trained to predictthe churn rate and the satisfaction rate of the employee in the company post getting hired while anothermodel is trained with a genetic algorithm that assigns the candidate to the rightful and respected team.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-08-22
DOI
https://doi.org/10.5281/zenodo.16927925
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

Oute Rview A Technical Recruitment Process

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Oute Rview A Technical Recruitment Process

article en

Abstract

The present interview system is biased over a candidate’s performance in a ‘3-hour interview’ but then itdoes not take into account other factors that prove beneficial such as the candidates competitive codingskills, real-time project capabilities, contribution to the open source development community and so on.Here, with the help of OUTerview, a software application that gets access of the candidate’s publiclyavailable resources such as GITHUB, STACK OVERFLOW, HACKEARTH, etc. Furthermore, it scrapesthe data available and generates a scoresheet that gives an overall assertion about their technical abilities,coding skills and the kind of languages used to prototype. On the other hand, a model is trained to predictthe churn rate and the satisfaction rate of the employee in the company post getting hired while anothermodel is trained with a genetic algorithm that assigns the candidate to the rightful and respected team.

Zenodo (CERN European Organization for Nuclear Research)
Quality Education
Openalex Percentile: Top 69%
Geochemistry and Geologic Mapping
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