VP Director Analytics Production Readiness & Assurance

What you'll do

• Define and lead the APRA operating model to establish production readiness standards across all analytics domains.
• Translate domain standards into measurable technical criteria and posture signals for product teams.
• Develop a machine-readable configuration and metadata data model to track production status and deviations.
• Design and operationalize automated metrics and AI-enabled tools to scale oversight and anomaly detection.
• Ensure all readiness gaps and performance tradeoffs are documented in formal forums for explicit decision-making.
• Manage and coach a technical team to develop reusable analysis patterns and scalable tooling.

What we're looking for

• 10+ years of experience in analytics production, analytics platforms, data engineering, or related technical domains.
• Proven ability to operate with general direction and minimal oversight while providing expert guidance.
• Experience partnering across Product, Analytics, Engineering, and Operations teams to drive alignment and accountability.
• Strong familiarity with market and risk analytics across financial markets, including pricing and portfolio analytics.
• Deep technical fluency in data modeling, configuration frameworks, and metadata using SQL and Python.
• Ability to translate abstract standards into concrete technical specifications like schemas and validation rules.
• Track record of developing people and creating scalable operating practices for team impact.
• Experience managing technical frameworks for internal/industry analytics engines or applying AI-enabled automation (preferred).