Applicant tracking systems (ATS) use fully automated machine learning for talent sourcing, recruitment and hiring practices. Many unconscious hiring biases (gender, age, race, etc). lurk in routine human resource tasks such as keyword matching, resume screening, video interview camera analysis and more.

These companies offer products and/or services to improve diversity in your recruitment pipeline by identifying and mitigating systemic bias sources.

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