Scopes of the Research as follows
This entire research consists of one major research objective and five sub-objectives. Additionally, for the scope of this research we have following limitations.
- We only consider Software Engineering job candidates
- We only consider 3 main technical skills (Java, Python, JavaScript).
Automating the Pre-screening Process of Job Candidates (Group)
Implementing a web-based pre-screening tool which consider both personality and technical skill ...
CV Scanning
Implement a CV scanner to identify candidates' LinkedIn, GitHub usernames, and email.
Predicting Personality
Identify the Big Five personality traits of a Software Engineering job candidate by analyzing th...
Technical Skill Assessment
Using an open-ended questionnaire to evaluate a technical skill of a Software Engineering job ca...
Analyzing Online Platform Usage
Implement a system to analyze technical skill-based data from GitHub and evaluate the usage of ...
Ranking Job Candidates
Implementing a ranking system to identify the best Software Engineering job candidate considerin...
