2283 Use Cases

AI for Human Resources / People Ops โ€“ Evaluate Job Candidates' CVs with Gender and Positional Biases

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Use case "Evaluate Job Candidates' CVs..." and related
2 use cases
๐Ÿง‘โ€๐Ÿ’ผ Human Resources / People Ops

Evaluate Job Candidates' CVs with Gender and Positional Biases

Sources: ๐Ÿฆ Tweet by @GaryMarcus ๐Ÿฆ Tweet by @DavidRozado ๐ŸŒ davidrozado.substack.com
Helps: Business Systems Analysts IT Project Managers Market Research Analysts +2 more
AI Features: Text Classification Agentic Reasoning +2 more
1 month ago
๐Ÿง‘โ€๐Ÿ’ผ Human Resources / People Ops

Analyze Job Architecture to Simplify 65,000 Titles to 600

Sources: ๐Ÿฆ Tweet by @SpirosMargaris ๐ŸŒ joshbersin.com
Helps: Business Intelligence Analysts IT Directors Data Scientists +3 more
AI Features: Agentic Reasoning Recommendation +2 more
1 month ago
๐Ÿง‘โ€๐Ÿ’ผ Human Resources / People Ops

Evaluate Job Candidates' CVs with Gender and Positional Biases

HR professionals use large language models (e.g., GPT-4o, DeepSeek-R1) to evaluate CVs and shortlist candidates for jobs. However, experiments reveal systemic biases: female candidates were preferred 56.9% of the time, and positional bias led to 63.5% of selections favoring the first-listed candidate.
Helps: Business Systems Analysts IT Project Managers Market Research Analysts Statisticians Editors
AI Features: Text Classification Agentic Reasoning Tool-use & Integration Content Moderation
May 19, 2025

Sources (3)

โ€œ๐Ÿ‘‡Are LLMs making rational decisions? Probably not. And here is...โ€

๐Ÿฆ Tweet by @GaryMarcus • May 19, 2025

โ€œ1/ Do AI systems discriminate based on gender when choosing...โ€

๐Ÿฆ Tweet by @DavidRozado • May 19, 2025

โ€œThe Strange Behavior of LLMs in Hiring Decisions: Systemic Gender and Positional Biases in Candidate Selectionโ€

๐ŸŒ davidrozado.substack.com โ€ข May 19, 2025

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