In this episode of the Data Futurology podcast, where we delve into the world of Generative AI in recruitment. Our guests today are industry experts: Grant Wright, the General Manager of Marketplace and AI Products at Seek, and James Eichhorn, Principal Consultant for Data...
In this episode of the Data Futurology podcast, where we delve into the world of Generative AI in recruitment. Our guests today are industry experts: Grant Wright, the General Manager of Marketplace and AI Products at Seek, and James Eichhorn, Principal Consultant for Data Engineering, Machine Learning, and Data Science at Talent Insights Group. Grant and James provide a wealth of insights into how Generative AI is transforming the recruitment landscape, both from a technology perspective and the human element.
Grant shares Seek's journey in the AI space, which spans seven years, emphasizing their commitment to making the recruitment process more efficient through AI. They've been using AI for a decade, focusing on recommendation algorithms and prediction models. Grant describes how their AI integrates seamlessly into the Seek platform, enhancing user experience through features like autocomplete search and personalized recommendations.
Generative AI is not a new concept for Seek, as they've been leveraging language models for years. They've invested in understanding the potential of Generative AI and addressing the unique challenges in their domain. This proactive approach has kept them ahead of the curve.
James highlights the importance of striking a balance between automation and the human touch in recruitment. While Generative AI can assist with tasks like writing advertisements and generating resumes, the crucial element of cultural fit and candidate understanding remains in the hands of humans. James discusses the challenge of maintaining individuality and detail in AI-generated content while still improving efficiency.
Next, the conversation turns to the market's adoption of Generative AI, with both guests sharing their observations. It's evident that companies across various sectors are exploring this technology, but many are in the early stages. As Generative AI becomes more accessible, organizations are brainstorming how to integrate it effectively. The need for skilled personnel who understand this emerging technology is growing, but finding the right talent is a challenge.
Whether you're a recruiter, an AI enthusiast, or simply curious about the future of employment, this episode promises to be an eye-opener for anyone interested in the future of hiring and technology.
Tune in to learn from the experts and gain a deeper understanding of the evolving role of Generative AI in shaping the job market.
Thank you to our sponsor, Talent Insights Group!
What we discussed:
• Generative AI applications and opportunities in recruitment like writing CVs/resumes and job ads
• The importance of cultural fit and understanding a candidate's purpose and skills beyond just roles/titles
• Balancing the opportunities of generative AI with risks like watering down information or hallucinations
• Approaches to educating organizations and stakeholders about AI uses, risks, and responsible adoption
• Visions for how generative AI could unlock new career pathways and opportunities in the future
• The importance of continuing human connections and understanding in recruitment alongside technology
Listen to the Data Futurology Podcast on bit.ly/listen2DF
In this episode of Data Futurology, Felipe Flores and Grant Case, Regional Vice President, Head of Sales Engineering - APJ at Dataiku delve into the realm of Generative AI and its applications in the business world. They kick off by underlining the vital role Generative AI...
In this episode of Data Futurology, Felipe Flores and Grant Case, Regional Vice President, Head of Sales Engineering - APJ at Dataiku delve into the realm of Generative AI and its applications in the business world. They kick off by underlining the vital role Generative AI plays in organisations, and then they explore the challenges that come along with adopting this technology.
Technical challenges take centre stage as they explore the requirements for scaling Generative AI beyond rudimentary chatbots and integrating it seamlessly into existing systems. Transitioning to the organisational aspects, they shed light on issues like the costs involved, managing APIs (which are like tools that help different software programs communicate), security concerns, ensuring transparency in AI decision-making, and the importance of careful planning for a successful implementation.
Next, they offer practical strategies for businesses considering the adoption of Generative AI. These include starting with existing legal documents, understanding the specific needs of a company, and employing methodologies to ensure a smooth implementation. The conversation also highlights the significance of proper project management and maintaining vigilance about the content generated by AI to avoid unintended consequences.
This episode provides a comprehensive perspective on the challenges and opportunities surrounding the integration of Generative AI in business contexts. Whether you're a tech enthusiast or just starting to explore this field, Grant Case's insights offer valuable guidance on how Generative AI can transform business operations.
Don't miss this thought-provoking exploration of the future of AI in the corporate landscape.
Enjoy the show!
Thank you to our sponsor, Talent Insights Group
Learn more about Dataiku: https://www.dataiku.com/
Connect with Grant Case: https://www.linkedin.com/in/analyticseverywhere/
Join us for our next event: OpsWorld: Deploying Data & ML Products (Melbourne, 24-25 October): https://www.datafuturology.com/events
Join our Slack Community: https://join.slack.com/t/datafuturologycircle/shared_invite/zt-z19cq4eq-ET6O49o2uySgvQWjM6a5ng
What we discussed:
00:00 - Introduction
02:09 - Overview of Generative AI and discussion of applications and usage in enterprise settings
03:19 - Technical Barriers to Using Generative AI
05:54 - Organisational Challenges Associated with Generative AI
08:38 - Strategies for Enterprise Adoption of Generative AI
10:52 - Use Cases for Generative AI
15:38 - Discussion on structuring use cases around NLP and large language models
21:26 - The impact of generative models on marketing, finance, customer reviews, and survey analyses.
23:00 - Case Study on Productionisation of Generative AI
Listen to the Data Futurology Podcast on bit.ly/listen2DF
Are you a data professional eager to enhance your organisation's data products? Join us at the OpsWorld: Deploying data and ML products next week on October 24th and 25th. This event is designed for executives, practitioners, and stakeholders of #dataproducts and #MLproducts....
Are you a data professional eager to enhance your organisation's data products?
Join us at the OpsWorld: Deploying data and ML products next week on October 24th and 25th. This event is designed for executives, practitioners, and stakeholders of #dataproducts and #MLproducts.
LAST WEEK to grab your tickets🎫 https://www.datafuturology.com/opsworld-melbourne-2023
You don't want to miss this opportunity to learn from industry experts and discover the latest practices in data product development in Australia!
Quantifying the value of your #datapractice and #dataproducts is a common challenge for many organisations. Join us on 24-25 October at #OpsWorldMelbourne2023 where Rob will share how to generate faster data with more resilient processes and greater access to insight with...
Quantifying the value of your #datapractice and #dataproducts is a common challenge for many organisations.
Join us on 24-25 October at #OpsWorldMelbourne2023 where Rob will share how to generate faster data with more resilient processes and greater access to insight with data via robust and understood #datavalue chain. Enabling users to consume enriching, usable datasets.
🎟️ Secure your tickets via the link below. Bring your team for maximum learnings, networking opportunities and a fantastic team day out! 🤝
https://www.datafuturology.com/opsworld-melbourne-2023
🔍 What's a Feature Store? It's the backbone of machine learning, providing clean, high-quality data sets that empower multiple ML models, projects, and products. At the upcoming OpsWorld conference,@JoeyChua, Senior Manager Advanced Analytics at @Transurban will be delivering...
🔍 What's a Feature Store? It's the backbone of machine learning, providing clean, high-quality data sets that empower multiple ML models, projects, and products.
At the upcoming OpsWorld conference,@JoeyChua, Senior Manager Advanced Analytics at @Transurban will be delivering a keynote presentation titled "Feature stores: Getting data ready to build!"
Joey will share how to improve the quality of data, its management across all stages of the pipeline and how to effectively measure improvements, efficiency, and agility.
Don't miss this opportunity to witness the progress made by Joey and his team. Your data-driven future begins here! Click below to secure your seat today!
https://hubs.li/Q0253NZN0
#OpsWorldMelbourne2023 🌐 #FeatureStore #machinelearning #datadriven #DataFuturologyEvents
Join us at OpsWorld: Deploying data and ML products in Melbourne on October 24th & 25th. 🔍 Discover how to: 1️⃣ Build robust datasets 2️⃣ Create interactive dashboards 3️⃣ Enable a self-service analytics culture Don't miss out on this opportunity to revolutionise your...
Join us at OpsWorld: Deploying data and ML products in Melbourne on October 24th & 25th.
🔍 Discover how to:
1️⃣ Build robust datasets
2️⃣ Create interactive dashboards
3️⃣ Enable a self-service analytics culture
Don't miss out on this opportunity to revolutionise your organisation's data strategy. Grab your tickets now! 👇
https://hubs.li/Q0252GH60
#OpsWorldMelbourne2023 #dataanalytics #MLProducts #datacommunity #DataFuturologyEvents
One of the key barriers that exist to adoption of data throughout the organisation is an increase in collaboration and breaking down the silos within the organisation. At the upcoming #OpsWorldMelbourne2023 conference, Ben Pattison, Group Head of Data & Analytics, DuluxGroup...
One of the key barriers that exist to adoption of data throughout the organisation is an increase in collaboration and breaking down the silos within the organisation.
At the upcoming #OpsWorldMelbourne2023 conference, Ben Pattison, Group Head of Data & Analytics, DuluxGroup who will share his insights on AL/ML lens: Enabling greater collaboration amongst disparate teams with the break-down of organisational silos.
It's going to be a great presentation and a great couple days. With only 2 WEEKS to go, you don't want to miss out on tickets. The link is below, I hope to see you then!
https://www.datafuturology.com/opsworld-melbourne-2023
#collaboration #DataAdoption #ai #ml #networking #DataFuturologyEvents
Struggling with data observability in your data pipelines? 🤔 🔍 Data pipelines can get complex, making changes and diagnosing issues tough. Discover how better data observability can streamline your operations. 🛠️ Learn from experts about integrating data observability into...
Struggling with data observability in your data pipelines? 🤔
🔍 Data pipelines can get complex, making changes and diagnosing issues tough. Discover how better data observability can streamline your operations.
🛠️ Learn from experts about integrating data observability into your pipelines and optimising your data processing workflows.
Join us at OpsWorld Conference in Melbourne on Oct 24th-25th for insights on solving these challenges!
🎟️Grab your tickets here https://www.datafuturology.com/opsworld-melbourne-2023
#DataObservability #OpsWorldMelbourne2023 #DataPipelines #dataengineering #dataops #datacommunity #DataFuturologyEvents
Dive into the world 🌎 of building and deploying data and ML products, a pressing challenge for Australia today! Be part of an event that spotlights the amazing work being done in this field. Network with industry peers and learn from leaders shaping the future of data and ML...
Dive into the world 🌎 of building and deploying data and ML products, a pressing challenge for Australia today! Be part of an event that spotlights the amazing work being done in this field.
Network with industry peers and learn from leaders shaping the future of data and ML products. Whether you're an executive, practitioner, or stakeholder in this space, this conference is for you.
Join us at OpsWorld on 24-25 October, to be among the best in the country in the data and ML industry. Click the link below 👇to register TODAY. See you there!
https://www.datafuturology.com/opsworld-melbourne-2023
#OpsWorldMelbourne2023 #generativeai #dataops , #aiops , #AnalyticsOps, #mlops #llmops #DataFuturologyEvents
Generative AI is the hottest💥topic right now, and we're exploring how to harness its power in our organisations and products to deliver unparalleled value to our customers at the upcoming OpsWorld conference in Melbourne on 24-25 October. Join us for a game-changing...
Generative AI is the hottest💥topic right now, and we're exploring how to harness its power in our organisations and products to deliver unparalleled value to our customers at the upcoming OpsWorld conference in Melbourne on 24-25 October.
Join us for a game-changing presentation on rethinking MLOps for NLP by Culture Amp.
During this exciting session Culture Amp's Arwen Griffioen, PhD, Director of Data Science and Elma O'Sullivan-Greene, PhD, Staff Machine Learning Engineer - Tech Lead will delve into strategies to evaluate prompts effectively, sanitise inputs, and validate outputs with people centred safety in mind.
Don't miss this opportunity to stay at the forefront of AI innovation! Grab your tickets below before they're gone 😱It's going to be a great event.
https://hubs.li/Q024KnWq0
#generativeai #aiinnovation #mlops #DataEvents #datacommunity #OpsWorldMelbourne #DataFuturologyEvents
Join us at OpWorld | DEPLOYING DATA AND ML PRODUCTS on 24-25 October in Melbourne to unlock the value of generative AI for our organisation. 🤖 Discover the power of Generative AI and its potential to revolutionise your organisation. 🔐 Explore key considerations in security,...
Join us at OpWorld | DEPLOYING DATA AND ML PRODUCTS on 24-25 October in Melbourne to unlock the value of generative AI for our organisation.
🤖 Discover the power of Generative AI and its potential to revolutionise your organisation.
🔐 Explore key considerations in security, privacy, truthfulness, and reliability when leveraging generative AI.
🎙️ Engage with industry experts and thought leaders to navigate the challenges and opportunities.
Don't miss out! Tickets are selling fast, avoid the FOMO and be part of this transformative experience. https://www.datafuturology.com/opsworld-melbourne-2023
See you there! 🙌
#OpsWorldMelbourne2023 #generativeai #dataops #aiops , #AnalyticsOps, #mlops #LLMOps #DataFuturologyEvents
At Data Futurology, we believe in the power of learning from those who have already achieved success in your desired field. That's why we're excited to invite you to our upcoming OpsWorld event on 24-25 October in Melbourne. OpsWorld brings together key industry leaders from...
At Data Futurology, we believe in the power of learning from those who have already achieved success in your desired field. That's why we're excited to invite you to our upcoming OpsWorld event on 24-25 October in Melbourne.
OpsWorld brings together key industry leaders from across the country who have excelled in building and deploying data and ML products.
Don't miss this incredible opportunity to enhance your knowledge, expand your network, and accelerate your career. Click below to get your tickets 🎟️
https://www.datafuturology.com/opsworld-melbourne-2023
#OpsWorldMelbourne2023 #datascience #machinelearning #careerdevelopment #DataCareers #DataFuturologyEvents #datacommunity
Are you curious 🧐 to learn about the current state and progression of #MLOps maturity in Australia? Join the live conversations at our upcoming OpsWorld event in Melbourne on 24-25 October, which focuses on building and deploying data products and ML products. Click the link...
Are you curious 🧐 to learn about the current state and progression of #MLOps maturity in Australia?
Join the live conversations at our upcoming OpsWorld event in Melbourne on 24-25 October, which focuses on building and deploying data products and ML products.
Click the link in the below 👇
https://www.datafuturology.com/opsworld-melbourne-2023
#OpsWorldMelbourne2023 #DataFuturologyEvents #DataCommunity
Join us on October 24th and 25th in Melbourne at OpsWorld Conference 2023! Discover the latest insights on deploying machine learning models into production and building data products that drive success! This event is for executives, practitioners, and stakeholders of the...
Join us on October 24th and 25th in Melbourne at OpsWorld Conference 2023!
Discover the latest insights on deploying machine learning models into production and building data products that drive success!
This event is for executives, practitioners, and stakeholders of the data space. 🎟️ Tickets are selling fast! Secure your spot now and be part of the future of AI and data-driven innovation. Click the link below to grab your tickets today. 👇
https://www.datafuturology.com/opsworld-melbourne-2023
Insights from NAB's Head of Privacy & Data Ethics In this informative podcast episode, Felipe Flores speaks with Jade Haar, the Head of Privacy and Data Ethics at National Australia Bank (NAB). Jade shares her inspiring journey into the field of data ethics, driven by her...
Insights from NAB's Head of Privacy & Data Ethics
In this informative podcast episode, Felipe Flores speaks with Jade Haar, the Head of Privacy and Data Ethics at National Australia Bank (NAB). Jade shares her inspiring journey into the field of data ethics, driven by her passion for doing right by people and contributing to the public good.
The discussion starts by highlighting Jade's role in establishing NAB's data ethics framework, emphasizing the importance of ethical decision-making in the financial industry.
Jade tells us about NAB's Data and AI month, a series of events aimed at enhancing data literacy across the organization. Various speakers from different industries share their experiences, emphasizing the collaborative effort needed to harness the power of data and AI.
Felipe and Jade explore the ethical challenges of using scraped or publicly available data without proper attribution or consent, with a nod to emerging solutions like watermarks and AI-based safeguards. Jade discusses the importance of considering broader societal impacts, involving diverse perspectives, and conducting impact assessments to identify risks, benefits, and mitigate harms. The conversation emphasizes the need to balance speed and outcomes, exploring worst-case scenarios, and building trust through transparency and education.
This podcast episode offers valuable insights into the world of data ethics and AI, emphasizing the importance of responsible data usage, transparency, and collaboration to achieve positive societal impacts.
Enjoy the show!
Thank you to our sponsor, Talent Insights Group!
Join us for our next event: OpsWorld: Deploying Data & ML Products (Melbourne, 24-25 October): https://www.datafuturology.com/events
Join our Slack Community: https://join.slack.com/t/datafuturologycircle/shared_invite/zt-z19cq4eq-ET6O49o2uySgvQWjM6a5ng
Topics of Discussion
01:06 Introduction to Data Ethics and AI Ethics
01:38 Jade’s Background and Origin Story
05:11 Data Ethics Framework at NAB
16:00 Developing a Singular View of Ethics
20:24 Societal Impact and Longitudinal Impacts
28:05 Evaluating Broader Societal Impacts
36:28 Building Trust and Confidence in AI
Listen to the Data Futurology Podcast on bit.ly/listen2DF