AI Data Compliance Specialist vs AI IoT Data Analyst

A AI Data Compliance Specialist Only

• Global data privacy regulation expertise (GDPR, CCPA/CPRA, LGPD, PIPL, APPI)
• EU AI Act risk classification and conformity assessment
• Data lineage tracking and provenance documentation for ML pipelines
• Privacy-preserving machine learning techniques (differential privacy, federated learning, data anonymization)
• AI model auditability and explainability (SHAP, LIME, model cards)
• Bias detection and fairness metric computation across datasets and models
• MLOps governance: embedding compliance checks into CI/CD pipelines
• Data processing agreement (DPA) and data protection impact assessment (DPIA) authoring