Data Scientist, Preparedness

Tech Stack

Responsibilities

• Evaluate and improve mitigation systems, including classifiers and detection pipelines across domains (e.g., biosecurity, cybersecurity, and emerging risk areas).
• Diagnose false positives and false negatives with deep error analysis, root cause investigation, and clear recommendations for mitigation adjustments.
• Build monitoring and measurement frameworks to track mitigation effectiveness over time and across user segments and use cases.
• Identify trends in over-blocking vs. under-blocking, quantify customer impact, and propose prioritized interventions.
• Communicate results to technical and executive stakeholders with crisp narratives, decision-ready metrics, and clear tradeoffs.

Culture