Conduct targeted thematic analysis to assess how data practices translate into real privacy and customer outcomes
Interrogate code, data pipelines and models to understand the level of intrusion in processing
Identify where controls are ineffective in practice, providing clear, evidence-based challenge
Assess how data is collected, structured, transformed and retained within real systems and architectures
Deliver focused, technically grounded challenge on data privacy risks, based on how systems and data operate in practice
Work closely across CCOR, Legal, Engineering and Data teams to ensure oversight is credible, practical and well-evidenced

Hands-on understanding of how data is structured, processed and controlled across the lifecycle
Experience working with data pipelines, models and architectures in production environments
Ability to read and challenge code (e.g. SQL, Python) and assess how logic translates into outcomes
Strong understanding of data structures, metadata and how data is organised for analytics and data products
Familiarity with AI/ML concepts and how they influence data usage and control design

Data & Privacy Risk Specialist – Manager

Key skills