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 (Winnipeg)
🏢 Aviva
📍 Winnipeg