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PODCAST

Value Driven Data Science: Boost your impact. Earn what you’re worth. Rewrite your career algorithm.

Dr Genevieve Hayes

Are you tired of spending hours mastering the latest data science techniques, only to struggle translating your brilliant models into brilliant paychecks? It’s time to debug your career with Value Driven Data Science. This isn’t your average tech podcast – it’s a weekly masterclass on turning data skills into serious clout, cash and career freedom. Each episode, your host Dr Genevieve Hayes chats with data pros who offer no-nonsense advice on: • Creating data solutions that bosses can’t ignore; •

technology

All Episodes

18:14

Episode 60: 5 Executive Priorities That Transform...

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2025/04/23

If you want to succeed in data science, you need to create business value. But what does business value actually mean to the executives with the power to make or break your data science initiative?In this episode, AI strategist Gregory Lewandowski joins Dr Genevieve Hayes to share the five executive priorities he discovered while leading analytics for major enterprises - and explain why the future belongs to data scientists who understand them.This episode reveals:The two priorities that

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00:23:16

Episode 58: Why Great Data Scientists Ask ‘Why?’ (And...

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2025/04/02

Genevieve Hayes ConsultingEpisode 58: Why Great Data Scientists Ask ‘Why?’ (And How It Can Transform Your Career) Curiosity may have killed the cat, but for data scientists, it can open doors to leadership opportunities.In this episode, technology leader Andrei Oprisan joins Dr Genevieve Hayes to share how his habit of asking deeper questions about the business transformed him from software engineer #30 at Wayfair to a seasoned technology

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00:09:00

Episode 57: [Value Boost] 3 Game-Changing Questions...

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2025/03/26

Genevieve Hayes ConsultingEpisode 57: [Value Boost] 3 Game-Changing Questions to Save Your Data Science Presentations From Falling Flat Every data scientist knows the sinking feeling: you’ve done brilliant technical work, but your presentation falls flat with stakeholders.In this Value Boost episode, communications expert Lauren Lang and data analyst Dr Matt Hoffman join Dr Genevieve Hayes to share their go-to pre-presentation checklist to

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00:07:23

Episode 55: [Value Boost] Why Data Scientists are...

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2025/03/12

Genevieve Hayes ConsultingEpisode 55: [Value Boost] Why Data Scientists are Focus-Poor (and the Software Developer’s Solution to Fix It) Have you ever noticed that software developers are frequently more productive than data scientists? The reason has nothing to do with coding ability.Software developers have known for decades that the real key to productivity lies somewhere else.In this quick Value Boost episode, software developer turned CEO

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00:23:29

Episode 54: The Hidden Productivity Killer Most Data...

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2025/03/05

Genevieve Hayes ConsultingEpisode 54: The Hidden Productivity Killer Most Data Scientists Miss Why do some data scientists produce results at a rate 10X that of their peers?Many data scientists believe that better technologies and faster tools are the key to accelerating their impact. But the highest-performing data scientists often succeed through a different approach entirely.In this episode, Ben Johnson joins Dr Genevieve Hayes to discuss how

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00:58:26

Episode 53: A Wake-Up Call from 3 Tech Leaders on Why...

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2025/02/26

Genevieve Hayes ConsultingEpisode 53: A Wake-Up Call from 3 Tech Leaders on Why You’re Failing as a Data Scientist Are your data science projects failing to deliver real business value?What if the problem isn’t the technology or the organization, but your approach as a data scientist?With only 11% of data science models making it to deployment and close to 85% of big data projects failing, something clearly isn’t working.In this episode,

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00:41:39

Episode 52: Automating the Automators – How AI and ML...

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2024/12/18

Genevieve Hayes ConsultingEpisode 52: Automating the Automators – How AI and ML are Transforming Data Teams In many organisations, data scientists and data engineers exist as support staff. Data engineers are there to make data accessible to data scientists and data analysts, and data scientists are there to make use of that data to support the rest of the business.But in helping everyone else in the business, data professionals can often

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00:46:08

Episode 50: Addressing the Unknown Unknowns in...

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2024/11/20

When it comes to awareness and understanding, what we know and don’t know can be split into four categories: known knowns; unknown knowns; known unknowns; and unknown unknowns. And to quote former US Secretary of Defence Donald Rumsfeld: “If one looks throughout the history of our country and other free countries, it is the latter category that tends to be the difficult ones.”When Rumsfeld made his famous “unknown unknowns” speech, he was referring to military intelligence. But the concept of

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00:50:41

Episode 47: Leveraging Causal Inference to Drive...

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2024/10/09

Genevieve Hayes ConsultingEpisode 47: Leveraging Causal Inference to Drive Business Value in Data Science For most people, data science is synonymous with machine learning, and many see the role of the data scientist as simply being to build predictive models. Yet, predictive analytics can only get you so far. Predicting what will happen next is great, but what good is knowing the future if you don’t know how to change it?That’s where causal analytics

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00:48:15

Episode 46: Empowering Democracy with LLMs

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2024/09/25

Genevieve Hayes ConsultingEpisode 46: Empowering Democracy with LLMs With all the reports about the spread of misinformation and disinformation on social media, sometimes it feels like one of the biggest threats to democracy is technology. But no technology is inherently good or bad. It’s how you use it that matters. And just as technology has the potential to harm democracy, it also has the potential to enhance it.In this episode, Vikram Oberoi joins

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00:45:06

Episode 45: AI-Powered Investment Insights

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2024/09/11

Genevieve Hayes ConsultingEpisode 45: AI-Powered Investment Insights Succeeding in stock market investing is all about timing – buying low, selling high and being able to read the signs to determine when things are going to change. But as anyone who’s ever tried to get rich through stock trading can tell you, this is easier said than done.Given the massive amounts of financial data published each day, for people who aren’t experts in the field, it can

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00:50:17

Episode 43: Shaping the Future of AI

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2024/08/14

Genevieve Hayes ConsultingEpisode 43: Shaping the Future of AI Two years ago, no one could imagine the impact generative AI would have on our world, and most of us can’t even begin to imagine the impact the next generation of AI will have on our world two years from now. The only thing that is certain is uncertainty.But that uncertainty brings with it great opportunities and choices. We can choose to sit back and let the future of AI play out in front

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00:46:14

Episode 41: Building Better AI Apps with Knowledge...

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2024/07/17

Genevieve Hayes ConsultingEpisode 41: Building Better AI Apps with Knowledge Graphs and RAG When ChatGPT was first released, there was talk it would lead to traditional search engines, like Google, soon becoming obsolete. That was until users discovered generative AI’s one major drawback – it makes stuff up.Because of the stochastic nature of ChatGPT, it is never going to be possible to completely eliminate hallucinations. However, there are ways to

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01:02:40

Episode 40: Making Data Science Teams Profitable

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2024/07/03

Genevieve Hayes ConsultingEpisode 40: Making Data Science Teams Profitable For many people, data science is synonymous with machine learning and many data science courses are little more than overviews of the most used machine learning algorithms and techniques.Where the majority of data science courses fall short is they neglect to bridge the gap between data science theory and business reality, resulting in many data scientists who are technically

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00:51:49

Episode 35: Data-Driven Podcasting

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2024/04/24

Genevieve Hayes ConsultingEpisode 35: Data-Driven Podcasting According to the Interview Valet 2023 State of Podcast Guesting Annual Report, there are over 380,000 active podcasts in the world right now, with the average podcast episode receiving just 150 downloads within 30 days of its release.So, for individuals and organisations looking to use podcast marketing to grow their business, just booking podcast guest appearances isn’t enough. It’s

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00:55:02

Episode 31: The Business Leader as Data Consumer

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2024/02/21

Genevieve Hayes ConsultingEpisode 31: The Business Leader as Data Consumer When data science first became the must-have skill of the 21st century, organisations were fighting to recruit the best and brightest data science talent. But the glory of having a data scientist on staff was often short-lived, as many organisations soon found they didn’t know what to do with them.Business leaders had been sold the dream of being able to turn their data into

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01:00:30

Episode 30: Cause and Effect Data Science

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2024/02/07

Genevieve Hayes Consulting Episode 30: Cause and Effect Data Science Correlation does not equal causation, as anyone who has studied statistics or data science would know. But understanding causality isn’t just important when you’re developing models.If you’re working in business and want to be recognised for your work, it’s essential to be able to demonstrate causality between what you do and the benefit flowing through to the business.In this

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00:59:59

Episode 29: Creating Order From Data Chaos

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2023/12/13

Genevieve Hayes Consulting Episode 29: Creating Order From Data Chaos The insurance sector owes its existence to data and insurers were some of the first companies to utilise data expertise. Yet, being an early adopter isn’t always as great as it seems. And many big insurers are now discovering the challenges of bringing their long-established data systems into the 21st century.In this episode, Maria Ferrés joins Dr Genevieve Hayes to discuss the

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00:53:29

Episode 28: The Data Science Behind ChatGPT

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2023/11/29

Genevieve Hayes Consulting Episode 28: The Data Science Behind ChatGPT ChatGPT was one of the best things to ever happen to data science – not so much because of what it can do, but because, virtually overnight, it made AI and data science mainstream.However, while most data scientists now have experience with ChatGPT and other large language model (LLM)-based technologies as end users, few have had experience in building their own LLM-based

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00:46:49

Episode 27: The Future of Technology in Financial...

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2023/11/15

Genevieve Hayes Consulting Episode 27: The Future of Technology in Financial Services Despite its conservative reputation, the financial services industry has always been a big adopter of cutting-edge technologies. Dating back more than a century, it’s also been one of the biggest employers of people with technology and data-related skills. But what does the future hold for the use of tech in the financial services industry?In this episode, Ben

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