Design trustworthy AI-ready data at Aviva Canada through semantic modeling, data contracts, and governance in a hybrid versatile work model.

As Lead Data Designer, you will prepare governed datasets, semantic layers, feature models, and retrieval-ready content for emerging AI consumption. You will address quality, lineage, provenance, privacy, security, bias, and permitted use across structured, unstructured, and multimodal data. The role also covers enterprise models, integration, modernization, and delivery leadership.

Key Responsibilities:
Design governed datasets and semantic layers for AI
Establish data contracts, quality, lineage, and compliance controls
Monitor schema drift, adoption, anomalies, and model changes
Define migration mappings, validation, history,



and cutover designs
Coach technical, analytics, AI, and partner teams

Requirements:
10+ years of enterprise data design experience
Experience supporting machine learning and generative AI data
Knowledge of vector, embedding, feature, and retrieval structures
Solid SQL, profiling, reconciliation, ETL, ELT, and streaming skills
Experience with cloud data platforms and up-to-date ecosystems

Lead AI-ready data design at Aviva Canada by combining governance, metadata, integration, and enterprise modeling expertise.
J-18808-Ljbffr

📌 Lead Ai Data Governance Designer Markham (Canada)
🏢 Aviva
📍 Canada