Interview Assistant - doraithodla/notes GitHub Wiki

An interview assistant is a chat bot used for initial screening of candidates. It uses natural language analysis to score candidates.

It can be used by HR departments and recruiters.

Features

The system

• Gets a list of job descriptions from the most popular job sites like Google, indeed
• Creates a Google alert with RSS feed to continuously update the jobs and descriptions
• Job Dataset
• List of titles
• Title similarity (after vectorizing the titles)
• Build a knowledge graph (jobs, skills, companies)
• Build a language model
• Write a chatbot using the model

Chatbot (Job Assistant)

• Reads candidates resume
• Extract skills and ranks them (the top 5?) by experience
• Matches the extracted skills with the organizations's required skills
• Questions both shallow and deep
• Questions both open and closed
• Ranks the candidates
• Provides the skill grouped by skill categories (technical, communication, leadership, other...)

#SkillMicroApps