Sr Manager, Data Operations & Management

Primary Responsibilities

AI / ML Platform Strategy & Vision:

• Serves as the Technical SME for the AI / ML platform.
• Define and drive the AI/ML platform vision, reference architecture, and roadmap aligned to enterprise strategy.
• Own the platform capability model covering experimentation, training, feature management, model lifecycle and deployment enablement.
• Evaluating emerging AI/ML technologies and determining platform-fit and standardization strategy.

Governance & Compliance:

• Model onboarding and training frameworks.
• Feature engineering and feature lifecycle abstractions.
• Model packaging, versioning and promotion constructs.
• Inference enablement patterns as reusable platform services.
• Build self-service platform capabilities that abstract infrastructure and complexity from practitioners.
• Define and publish golden paths, templates, SDK’s and API’s for common workflows.
• Drive adoption through documentation, reference implementations, and onboarding guides.
• Act as a trusted advisor on platform usage and best practices.

Embed governance-by-design into the platform

Cross-Functional Collaboration