Driven by Data: The Podcast

S4 | Ep 29 | Balancing Commercial Value with Responsible and Ethical Data & AI Products with Evie Dineva, Group Head of Data Engineering & Data Science at Gymshark


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In Episode 29, of Season 4, of Driven by Data: The Podcast, Kyle Winterbottom is joined by Evie Dineva, Group Head of Data Engineering & Data Science at Gymshark, where they discuss how to balance delivering commercial value through data, analytics and AI products responsibly and ethically, which includes;

  • Being driven by the purpose of improving business performance
  • Articulating the commercial value of what Data & Analytics teams do
  • The importance of supporting people to be better at what they do
  • Working for a brand as big and prominent as Gymshark
  • The importance of being in an environment where company values are visible
  • Common pitfalls as to why organisations fail to deliver commercial value with data
  • Focusing on the why and not the how
  • The importance of understanding your vision
  • Why success is largely down to building strong relationships
  • What good business partnering looks like
  • The differences between tactical versus commercial business partnering
  • Being advocated for and championed without having to be in the room
  • Why the strategic initiatives often hold the bigger commercial gains
  • Defining the measure of success before you define the solution
  • The rise of Data & AI products and the difference it’s created
  • Balancing the pursuit of commercial value with building responsible and ethical data & AI products
  • The risks of neglecting ethical considerations
  • Where accountability lies with humans and artificial intelligence
  • The importance of humans in the loop
  • The relationship between risk and literacy
  • The relationship between authentic leadership and ethics

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