VP/Director – Analytics Production Readiness & Assurance (APRA)
Core
Define and lead the Analytics Production Readiness & Assurance (APRA) function to ensure analytics configurations and production transitions meet defined standards through deterministic classification, metrics, and intelligent analysis.
Role type
Director, Analytics Production Readiness & Assurance (APRA)
Builds
Production-ready analytics configurations, metadata frameworks, and automated oversight systems for market and risk analytics.
Domain
Financial services (market and risk analytics) + Data Engineering/Configuration Management
Deliverable
production ML models | infrastructure
Required skills
Data modeling, configuration frameworks, metadata management, SQL, Python, market/risk analytics domain knowledge, AI/automation fluency, stakeholder influence, team leadership
Preferred skills
Designing technical frameworks for analytics engines, applying AI-enabled analytics for operational oversight
Technologies
SQL, Python
Responsibilities
Define APRA operating model and roadmap; partner with Analytics Stewards and Product to translate standards into readiness criteria; own the technical framework for standards representation and posture visibility; design and operationalize core APRA metrics and automation; lead and develop a small technical team
Seniority
Director, strategic leadership with hands-on technical depth
