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Mark Freeman

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Chief Data Scientist IBM Consulting

Executive data scientist with PhD-level education and over 25 years experience in advanced analytics and machine learning. As a Chief Data Scientist at IBM Consulting, he leads data science teams delivering production grade machine learning solutions to clients across multiple industries. He is a published author of advanced analytics research and principal patent author for optimal automated forecasting.

Bio from: Shift Left Data Conference 2025

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The Rise of the Data-Conscious Software Engineer: Bridging the Data-Software Gap | Mark Freeman...

The Rise of the Data-Conscious Software Engineer: Bridging the Data-Software Gap | Mark Freeman | Shift Left Data Conference 2025

Data teams increasingly embrace software engineering practices to address quality and integration challenges, yet friction remains between software and data teams. This talk explores why standard practices alone aren’t enough and introduces the concept of the “Data-Conscious Software Engineer,” an emerging role critical to bridging these organizational divides. Attendees will learn how identifying and empowering engineers who deeply understand both software development and data workflows can foster stronger collaboration, improve data quality, and drive organizational change toward treating data as a strategic asset.