AI Algorithmic Accountability Specialist vs AI Employment Law Specialist

A AI Algorithmic Accountability Specialist Only

• AI fairness metrics computation and interpretation (demographic parity, equalized odds, predictive parity)
• Model interpretability and explainability techniques (SHAP, LIME, attention visualization)
• Algorithmic audit design and execution across supervised, unsupervised, and generative models
• Regulatory framework fluency: EU AI Act risk tiers, NIST AI RMF, ISO/IEC 42001, GDPR Art. 22
• Bias detection in training data, embeddings, and downstream model outputs
• Risk assessment methodologies for AI system classification and impact scoring
• Responsible-AI policy drafting and governance framework implementation
• Technical documentation: model cards, datasheets for datasets, system impact assessments