Design trustworthy AI-ready data at Aviva Canada through semantic modeling, data contracts, and governance in a hybrid flexible 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 modern ecosystems

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

📌 Lead AI Data Governance Designer (Markham)
🏢 Aviva
📍 Markham