Senior Data Scientist - (Privacy & Security Controls)
Core
Develop privacy and security controls to protect sensitive health data while enabling safe, large-scale research.
Role type
Senior IC data scientist (privacy & security)
Builds
Automated review tools, risk assessment algorithms, and data-driven security controls for health research environments.
Domain
Health research, data privacy, and information security
Deliverable
production ML models | product features
Required skills
Python, applied statistics, machine learning, statistical disclosure control, privacy-enhancing technologies, risk quantification, cross-functional collaboration
Preferred skills
health/genomic data experience, explainable AI, anomaly detection, UK data protection regulations, synthetic data evaluation, MLOps
Technologies
Python, TensorFlow Federated, Opacus, Flower, cloud platforms
Responsibilities
Build algorithms for safe outputs review and re-identification risk assessment; develop approaches for safe AI using health data; collaborate on data-driven security control assessment; work with engineers to produce production-quality code; keep up with emerging methods in privacy-preserving computation.
Seniority
Senior, hands-on IC
