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Artwork for Value Driven Data Science

Value Driven Data Science

Dr Genevieve Hayes
Data Science
Machine Learning
Artificial Intelligence
Social Media
Data Visualization
Business Value
Career Development
Data Engineering
Entrepreneurship
Consulting
Networking
Generative AI
Data Analytics
Blockchain
Algorithms
Job Loss
Large Language Models
Cryptocurrency
Outsourcing Data Teams
AI Boom

Value Driven Data Science is a masterclass where data professionals learn how to become strategic experts. Each week, Dr Genevieve Hayes speaks with world-class data practitioners who have mastered strategic positioning, built genuine authority, and transformed their expertise into organisational influence. You'll learn how they create value by helping stakeholders make better decisions and solve ... more

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Artwork for Value Driven Data Science

Latest Episodes

Data scientists are trained to build better models. But stakeholders don't wake up hoping for a better model. They wake up hoping to make better decisions. And the gap between those two things is where most data science value quietly disappears.

In ... more

Choosing which AI tools to buy is the easy part of an AI strategy. The hard part - and the part most organisations are ignoring - is everything that sits beneath the tools, from platform and inference decisions to hardware and sovereignty.

In this V... more

The debate about whether AI will replace human workers has already been settled - not by academics or futurists, but by the organisations that fired their humans, discovered AI couldn't do what they needed, and quietly hired them back. The future isn... more

AI hallucinations get all the attention. But hallucinations are relatively easy to catch because the output is obviously wrong. The failure mode that should worry data scientists more is when the agent uses facts that are true to draw conclusions tha... more

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Recent Guests

Victor Coimbra
Global AI and Data Engineering Lead at Artefact
Artefact
Episode: Episode 122: [Value Boost] 4 Questions Every Data Scientist Should Ask About AI Strategy
Jia Huang
Lead Research Engineer at ASTAR, Singapore's Agency for Science, Technology and Research
ASTAR
Episode: Episode 119: Rewiring Your Data Science Thinking for the Agentic AI Era
Cynthia Dunlop
Co-author of Writing for Developers; Senior Director of Content Strategy at ScyllaDB
ScyllaDB
Episode: Episode 117: Writing Your Way to Authority as a Data Scientist
Blair Enns
Founder of Win Without Pitching; author of The Win Without Pitching Manifesto and Four Conversations, a New Model for Selling Expertise
Win Without Pitching
Episode: Episode 113: The Experts' AI Manifesto
Derek Gibson
Decision scientist, analytics educator, author of Data Duped
Wells Fargo (formerly); Wake Forest University MS Business Analytics Advisory Board
Episode: Episode 111: Building Your Defences Against AI Misinformation
Douglas Hubbard
Author of How to Measure Anything; expert on Applied Information Economics
Author, How to Measure Anything; The Failure of Risk Management
Episode: Episode 110: [Value Boost] Why You Need Less Data Than You Think
Tim Dietrich
Independent software developer with a large virtual AI team
Independent software developer
Episode: Episode 108: [Value Boost] How to Use AI Without Losing Your Edge
Santosh Kaveti
CEO and founder of ProArch
ProArch
Episode: Episode 106: [Value Boost] When AI Isn't the Answer
Brent Dykes
Author of Effective Data Storytelling; founder of AnalyticsHero
AnalyticsHero
Episode: Episode 103: The Art of the Actionable Insight

Host

Dr. Genevieve Hayes
Host of Value Driven Data Science

Reviews

5.0 out of 5 stars from 14 ratings
  • Valuable advice for data practitioners seeking to advance their impact

    Dr Hayes provides consistent valuable advice for data scientists, engineers, analysts, and even team managers for how to improve the impact you are making in a business.

    Apple Podcasts
    5
    Act-4-Change
    United Statesa year ago
  • Inspiration for your own data science journey

    The Value Driven Data Science Podcast with Dr. Genevieve Hayes offers a valuable learning experience, featuring insights from industry experts and real-world examples that illustrate the practical applications of data science techniques. It's a great way to stay updated on the latest trends, network with professionals in the field, and gain inspiration for your own data science journey.

    Apple Podcasts
    5
    David Shriner-Cahn
    United States2 years ago
  • Highly recommend!

    Dr. Genevieve and her guests always provide great conversation and analysis that I very much look forward to.

    Apple Podcasts
    5
    IowaDavid
    United States3 years ago
  • Data is the new gold

    Data is the new gold and this show provides fascinating insights into the world of data science. 5/5 from someone without a data background.

    Apple Podcasts
    5
    The humble movie lover
    Australia3 years ago
  • Great podcast on Being a Data Science Leader

    Data Science is inherently interdisciplinary, and data science within an organization requires even broader sets of skills and relationships. Dr. Hayes’ podcast covers the technology, people, and business goal sides of being a data science leader.

    Apple Podcasts
    5
    Jonathan Dursi
    Canada3 years ago

Listeners Say

Key themes from listener reviews, highlighting what works and what could be improved about the show.

Listeners praise the host's ability to connect technical work with real-world impact.
Guests consistently bring actionable frameworks for authority-building in data roles.
Content balances advanced topics with accessible storytelling for broader audiences.
Shows the host's credibility by highlighting practical data strategies that actually move business decisions.

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Talking Points

Recent interactions between the hosts and their guests.

Episode 120: [Value Boost] The AI Silent Correctness Problem
Q: Why is silent correctness considered more dangerous than a hallucination?
Because a highly confident, polished output can mask missing constraints or stale assumptions, leading to a wrong real-world decision despite seeming credible.
Episode 118: [Value Boost] Compounding Your Data Science Authority Beyond Blog Posts
Q: What practical steps can someone take today to start on a book while continuing to blog?
Find a co-author, choose a topic that stays relevant over years, and consider turning initial chapters into blog posts to test ideas and build momentum before committing to full manuscript development.
Episode 118: [Value Boost] Compounding Your Data Science Authority Beyond Blog Posts
Q: Is it really necessary to have hundreds of thousands of followers to get a book deal?
Not necessarily; publishers have their own distribution and followings, and if they believe you can speak to their audience and deliver a compelling book, they will consider you even if your personal following isn't enormous.
Episode 118: [Value Boost] Compounding Your Data Science Authority Beyond Blog Posts
Q: Can you walk us through what it takes to convert blog writing into bigger opportunities?
There are two paths: being recruited based on your blog to speak or to write a book, and actively pursuing opportunities by publishing and pitching ideas; publishers scout talent at conferences and online spaces, and a strong blog can attract their attention and validate your expertise.
Episode 117: Writing Your Way to Authority as a Data Scientist
Q: Are there particular blog post patterns you think are especially effective for demonstrating expertise and authority?
Yes—patterns like Lessons Learned, How We Built It, and Thoughts on Trends help structure credibility. They let readers see a journey, the decision-making process, and a well-reasoned viewpoint backed by concrete examples.

Audience Metrics

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Frequently Asked Questions About Value Driven Data Science

What is Value Driven Data Science about and what kind of topics does it cover?

This show targets data professionals seeking strategic impact beyond pure analysis, with recurring discussions on turning technical work into business value. Episodes frequently cover authority-building through writing, governance, AI strategy, and how to influence decision-makers with data-driven storytelling. A standout angle is blending practical data work with career leverage—publishing, public speaking, and consulting success—while maintaining rigorous thinking and ethical considerations. The format blends interviews with practitioners and strategists, offering actionable frameworks for elevating data work to organizational influence.

Noteworthy is the consistent emphasis on authoring and positioning as paths to opportunities (speakin... more

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1. The Daily
2. Planet Money
3. The Indicator from Planet Money

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Value Driven Data Science launched 4 years ago and published 123 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on Value Driven Data Science?

Recent guests on Value Driven Data Science include:

1. Victor Coimbra
2. Jia Huang
3. Cynthia Dunlop
4. Blair Enns
5. Derek Gibson
6. Douglas Hubbard
7. Tim Dietrich
8. Santosh Kaveti

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