AI Product Ethics Specialist vs AI Product Launch Automation Specialist

A AI Product Ethics Specialist Only

• Algorithmic fairness and bias detection (disparate impact, demographic parity, equalized odds)
• AI risk assessment and impact analysis frameworks
• Regulatory literacy across jurisdictions (EU AI Act, NIST AI RMF, GDPR, CCPA)
• Technical fluency in ML model architectures, training pipelines, and evaluation metrics
• Ethical reasoning and applied moral philosophy (consequentialism, deontology, virtue ethics, care ethics)
• Stakeholder communication - translating ethical findings into business and engineering language
• Red-teaming and adversarial testing of AI systems
• Data governance and provenance auditing