# Man Group

# Overview

As a Software Engineer at Man Group , I work within the Codex team, which operates the primary Alternative Data onboarding platform for the company. Our platform manages hundreds of ETL pipelines running daily that support critical trading strategies.

# Technical Environment

Platform & Tools

• Custom ETL platform for data processing at scale
• Custom data catalogue for metadata management
• Proprietary mapping solutions for data transformation
• Event-driven architecture for data quality

# Key Contributions

Data Quality Framework

• Built out an event-driven data quality framework
• Implemented monitoring and validation across hundreds of pipelines

Data Infrastructure Modernization

• Led migration from ArcticDB to Apache Iceberg for improved data lakehouse capabilities
• Enhanced query performance and data versioning

Cross-Platform Integration

• Built integrations from Python to C# using Apache Flight Server
• Enabled seamless data access across different technology stacks

# Skills Developed

This role has significantly deepened my understanding of data systems at scale, including the challenges of managing high-volume, high-frequency data pipelines in a production environment.