Value Driven Data Science
Value Driven Data Science
Dr Genevieve Hayes
Episode 92: Making the Academia to Industry Leap in Data Science
24 minutes Posted Dec 10, 2025 at 8:00 pm.
]The mindset shifts required when moving from research to business [07:50]Strategies to help bridge the gap between academic and business work [15:23]The one thing academics should do before leaving for industry [22:11]Guest BioDr Sayli Javadekar is a data scientist at Thoughtworks, with experience at the World Bank and UNAIDS. Before this, she was an Assistant Professor at the University of Bath and holds a PhD in Econometrics from the University of Geneva.LinksConnect with Sayli on LinkedInConnect with Genevieve on LinkedInBe among the first to hear about the release of each new podcast episode by signing up HERE
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Making the leap from academia to industry isn't just another career change - it involves a complete shift in the way you work. Data scientists transitioning from academia face a brutal learning curve that can leave them feeling unprepared despite years of advanced training.In this episode, Dr. Sayli Javadekar joins Dr. Genevieve Hayes to share her recent journey from a tenure-track academic position to working as a data scientist in industry, revealing the challenges she faced and the strategies that helped her navigate this difficult transition.You'll discover:Why academic training can leave you unprepared for industry expectations [10:49]The mindset shifts required when moving from research to business [07:50]Strategies to help bridge the gap between academic and business work [15:23]The one thing academics should do before leaving for industry [22:11]Guest BioDr Sayli Javadekar is a data scientist at Thoughtworks, with experience at the World Bank and UNAIDS. Before this, she was an Assistant Professor at the University of Bath and holds a PhD in Econometrics from the University of Geneva.LinksConnect with Sayli on LinkedInConnect with Genevieve on LinkedInBe among the first to hear about the release of each new podcast episode by signing up HERE