Requirements

Expected technologies

ETL

AI/ML models

Our requirements

• Hands-on experience with AI/ML and agentic workflows, including prototyping and demos for leadership.
• Deep knowledge of databases, ETL, data lakes, and cloud data services.
• Understanding of model lifecycle management and MLOps.
• Practical experience building, deploying, and optimizing AI/ML models.

Your responsibilities

• Work closely with ML engineers and data scientists to ensure data architecture supports experimentation and deployment.
• Design and manage data systems, architectures, and pipelines.
• Prototype models, optimize data flows for ML, and contribute to Agent Workflow patterns across Aon to influence business operations efficiency and client experience.
• Build data ingestion, preprocessing, and transformation pipelines optimized for ML use cases, influencing leadership direction and contributing to 3x3 initiatives.