From Data Projects to Data Products: Essential Skills for AI Leaders
In this episode of Data Analytics Chat, we welcome Elena Alikhachkina, a four-time Chief AI and Data Officer with Fortune 500 companies, and a board advisor. Elena shares her journey in data analytics and AI spanning over 25 years, covering key transitions in her career and the importance of blending business acumen with technical expertise. The discussion focuses on the critical shift from data projects to data products, highlighting the need for product skills in the age of AI. Elena emphasises the importance of understanding the business, building customer-centric solutions, and investing in both technical and soft skills for AI leaders. Her insights provide a roadmap for anyone looking to excel in data and AI roles in today's dynamic business environment.00:00 Introduction to the Factory Process and Data Science Challenges01:00 Welcome to Data Analytics Chat with Elena Alikhachkina01:33 Ena's Career Journey and Insights04:14 The Importance of Understanding Business Processes09:17 Shifting from Data Projects to Data Products11:08 The Need for a Product Mindset in AI15:06 Challenges in Adopting a Product Mindset16:39 Encouraging Proactivity and Collaboration18:08 The Role of Education in Driving Change22:34 The Need for Reeducation in Technology and Data22:50 Embedding Data and AI in Business Curriculum23:14 The Changing Role of Data in Leadership24:01 The Importance of Soft Skills in Tech25:31 Trust in Data and Technology26:30 Essential Skills for the Future28:20 The Shift to Product-Centric Roles29:50 Bridging the Gap Between Business and Tech30:16 Investing in Personal Development31:19 Understanding the Customer's Needs34:00 The Value of Product Thinking in AI35:47 Career Growth Through Business Understanding41:03 Final Thoughts and Call to ActionThank you for listening!






