AI Hiring Glossary

NLP in Hiring

Natural Language Processing in Hiring

Use of NLP and large language models to analyze text in resumes, cover letters, applications, interview transcripts, or performance reviews. NLP extracts meaning, sentiment, skills, and qualifications from human language to evaluate candidates or employees.

Why This Matters for Employers

NLP powers most AI hiring tools - resume parsers, video interview analysis (analyzing spoken words), chatbot screening, and assessment scoring. NLP can embed bias from training data, disadvantage non-native speakers, or penalize communication styles associated with protected classes.

Related Laws & Regulations

NYC Local Law 144
New York City
Illinois AIVI
IllinoisIllinois
Colorado AI Act
Colorado
Title VII
Federal

Examples in Practice

Parsing resumes to extract skills and experience
Analyzing video interview transcripts to assess competencies
Chatbot screening using conversational AI
Sentiment analysis of candidate communication

How EmployArmor Helps

Understanding NLP in Hiring is just the first step. EmployArmor helps you implement compliance for all AI hiring regulations.

Compliance Assessment

Find out which laws apply to your AI hiring tools and what you need to do to comply.

Documentation Templates

Get ready-to-use templates for impact assessments, notifications, and audit preparation.