Senior Analyst, Advanced Analytics: Auto Physical Damage (APD)
Summary
Senior Analyst builds and maintains monitoring infrastructure for ML and GenAI models in auto insurance, tracking performance, data drift, and compliance metrics.
- Analyze production outcomes against business KPIs
- Build model monitoring infrastructure for production models
- Define model health metrics for ML and GenAI
- Detect data drift and concept drift
- Diagnose performance decay and data quality issues
- Integrate monitoring into model deployment lifecycle
- Produce monitoring evidence for governance and compliance
- Report model health findings to stakeholders
- Set alert thresholds and document runbooks
- Triage and escalate model issues
Perks/Benefits:
- Hybrid schedule
- Occasional travel
- Professional development
- Remote work