In this episode of "The Data Storytellers Podcast," Jodi Blomberg, VP of Data Science at Cox Automotive, takes us on a journey into the heart of data science as applied in real-world, physical business environments. With her rich experience and unique perspective, Jodi unveils the intricacies of integrating data science with frontline operations.
Jodi delves into the significance of aligning data science strategies with on-the-ground realities. She shares her playbook for success, emphasizing the importance of building relationships with frontline workers, understanding the operational context, and navigating the challenges inherent in applying data models to physical spaces. Her approach to 'making friends on the frontline' and involving them in the data science process is both innovative and practical.
Throughout the podcast, Jodi provides invaluable insights into the nuances of operational data science, from the role of error management to planning for the complexities of implementation. She offers advice for future data leaders on how to effectively bridge the gap between data science and operational efficiency, ensuring that data-driven solutions are not only technically sound but also practically viable and aligned with business objectives.
Whether you're a data science enthusiast, a professional in the field, or someone interested in the practical application of data analytics in business, this episode is a must-listen. Join us as Jodi Blomberg shares her wisdom on transforming businesses from the ground up with data science.
In this episode, we chat with Dejan Mitkovski, VP of Analytics at FanDuel. Dejan shares his playbook for making big changes in the way companies use data. He talks about his time leading analytics at Google and Amazon and how to get teams ready for new ways of working.
Learn how Dejan teaches companies to use data to make better decisions and how to get everyone on board with new ideas. He also gives tips on how to show the real value of data work.
Join us to hear Dejan's straightforward advice on leading with data and making a real difference in your company.
Connect with us:
• Website: https://thedatastorytellers.com/
• LinkedIn: https://www.linkedin.com/company/the-data-storytellers
• Spotify: https://open.spotify.com/show/2N0vZtHZHgod4Tll2LX2xa
• YouTube: https://www.youtube.com/channel/UCz9e56lhYUfORiOHMiLlPmA
• Apple Podcast: https://podcasts.apple.com/gb/podcast/the-data-storytellers-podcast/id1493766476
Chapters:
(0:00) - Introduction and Jodi Blomberg's Background
(0:37) - Jodi's Experience in Data Science and Digital Transformation
(2:16) - The Evolution of AI and Data Science in Business
(4:14) - AI Implementation in Physical Product Companies
(5:20) - Challenges in Automating Physical Processes
(7:45) - Overcoming Barriers in Data Science Implementation
(9:48) - Role of Frontline Workers in Data Projects
(12:02) - Managing Model Errors in Data Science
(12:45) - Jodi's Playbook for AI and Data Science in Business
(17:20) - Building Business Relationships and Operational Understanding
(19:03) - Gaining Stakeholder Trust and Approaching Projects with Humility
(21:42) - Defining Business Value and ROI in Data Science Projects
(24:44) - Addressing the Implications of Model Errors
(28:22) - Challenges and Future of Corporate Data Leadership
(31:15) - Importance of Leadership Buy-In for Data Initiatives
(32:49) - Storytelling and Communication in Data Science
(35:40) - Team Dynamics in Data Science Projects
(38:03) - Role of CEO Support and Company Strategy in Data Science
(40:56) - Balancing Build vs. Buy Decisions in Data Solutions
(43:49) - Crossing the Line to a Data-Driven Company
(47:00) - Future of Data Analytics and Advice for Data Leaders
(49:17) - Closing Remarks and Acknowledgments
