The Data Stack Show - podcast cover

The Data Stack Show

Rudderstackdatastackshow.com
Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

Episodes

The PRQL: Data Sharing Deep Dive and Building Secure, Scalable, Flexible Data Solutions with Patrik Devlin of Wilde AI

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Nov 11, 20243 min

214: Will Salesforce Be the Most Successful AI Company? And Do You Need That in Real-Time? Featuring the Cynical Data Guy

Highlights from this week’s conversation include: Cynical Data Guy Explanation (00:00:44) Marc Benioff's LinkedIn Post (1:28) Agent Force Overview (2:23) Speculating on the Backstory (4:08) Top Comment Reaction (6:22) Salesforce's Success in AI (7:30) Distribution as a Key Factor (9:10) Salesforce's Dashboarding Solution (10:20) Data as a Byproduct Discussion (14:22) Historical Data Value Debate (17:15) Real-Time Data Processing Challenges (19:54) Real-Time Data Use Cases (22:10) Legacy Systems ...

Nov 06, 202434 min

The PRQL: A Take on Salesforce Agentforce and More with the Cynical Data Guy

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Nov 04, 20242 min

213: How AI Can Bring Advanced Data Outcomes to More Businesses featuring Taylor Murphy of Arch

Highlights from this week’s conversation include: Taylor's Background and Journey in Data (0:45) Modern Data Practices and AI (1:46) Arch's Mission and Collaboration (3:02) Data Movement and Business Needs (6:12) Bundling and Unbundling of Data Tools (8:26) Cost of Computing and Data Storage (13:22) AI Agent Models in Data Analytics (16:09) AI Analyst and Data Democratization (18:34) Decentralizing Data Expertise (20:08) Anchoring Questions in Business Metrics (23:32) Challenges for Mid-Market C...

Oct 30, 202447 min

The PRQL: From ETL to AI: Taylor Murphy’s Journey to Transform Data Analytics

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Oct 28, 20243 min

212: Scaling Startups with Purpose: Jonathan Bragdon’s Blueprint for Capital-Efficient Growth

Highlights from this week’s conversation include: Jonathan's Background in Data and VC (1:05) Working with CPG Data (3:45) Details of Purchase Data (6:20) Funding Fast-Growth Companies (12:21) Venture Studio Model (16:34) Learnings from Consulting and Incubation (19:35) Founder Obsession (21:54) Capital Stack Introduction (24:18) Capital Efficiency in Startups (28:05) Value Creation in Venture Capital (33:37) Revenue-Based Financing (38:43) Exit Aperture and Dilution (39:39) Importance of Fit in...

Oct 23, 20241 hr

The PRQL: Founder Obsession and Funding Options with Jonathan Bragdon of Capacity

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Oct 21, 20243 min

211: From Classroom to Data Science: Career Advice and AI Trends with Angelica ‘Jelly’ Spratley

Highlights from this week’s conversation include: Disney Data and Analytics Conference (1:15) Flatiron School Overview (3:51) Defining Industry-Ready (4:48) Transitioning to Data Science (6:33) Teaching KPIs (8:10) Self-Advocacy in Career Development (11:22) Managerial Credibility (16:11) Bridging Academic and Industry Gaps (19:30) Managing Projects with Non-Technical Stakeholders (21:35) Transitioning from Industry to Teaching (23:38) Relating Data Science to Personal Interests (25:32) Creating...

Oct 16, 202447 min

The PRQL: Navigating the Data World with Angelica 'Jelly' Spratley: Career Transitions, AI Insights, and Industry-Ready Skills

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Oct 14, 20242 min

210: From Reporting Basics to AI Automation with Eric Dodds and John Wessel: Navigating the Complexities of Data Standardization, Observability, and Business Alignment

Highlights from this week’s conversation include: Reporting and Analytics Discussion (1:09) Automation in Reporting (3:16) AI's Impact on Analytics (5:00) Data Quality Challenges (6:56) Reinventing Reporting (9:23) Automated Reporting Services (14:35) Growth Trajectory of Reporting Tools (16:01) Market Size Comparison (18:04) Static vs. Time Series Data (21:27) Differentiating Reporting and Analytics (26:26) Ad Hoc Analysis vs. Reporting (29:52) The Role of Data Scientists (34:03) Planning the R...

Oct 09, 20241 hr 6 min

The PRQL: Back to the Basics: The Importance of Solid Reporting and Analytics

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Oct 07, 20244 min

209: Storytime with Cynical Data Guy: Data Projects, $50K Web Scraping Fails, and the Role of CDOs

Highlights from this week’s conversation include: Previewing the Next Cynical Data Guy Episode (0:13) Story Time: Coolest Data Project You’ve Worked On (1:13) Failed Web Scraping Project (3:40) Building a Neural Net for Matching (5:22) Rebuilding the Project Strategy (7:04) Project Completion and Politics (9:35) Agreeable Data Guy's Pricing Story (11:00) Balancing Advanced and Simple Solutions (14:15) Insights from Pricing Team Meetings (16:19) Building for Scale vs. Immediate Needs (18:29) Open...

Oct 02, 202431 min

The PRQL: Data Projects Gone Wrong

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Sep 30, 20241 min

208: The Intersection of AI Safety and Innovation: Insights from Soheil Koushan on LLMs, Vision, and Responsible AI Development

Highlights from this week’s conversation include: Soheil’s Background and Journey in AI (0:40) Anthropic's Philosophy on Safety (1:21) Key Moments in AI Discovery (2:52) Computer Vision Applications (4:42) Magic vs. Reality in AI (7:35) Product Development at Anthropic (12:57) Tension Between Research and Product (14:36) Safety as a Capability (17:33) Community Notes and Democracy in AI (20:41) Expert Panels for Safety (21:38) Post-Training Data Quality (23:32) User Data and Privacy (25:32) Test...

Sep 25, 202444 min

The PRQL: Balancing Safety and Innovation for AI with Soheil Koushan of Anthropic

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Sep 23, 20242 min

207: Why Niche Data Tools Fail, Broken Hiring Processes, and the GUI vs. Command Line Showdown with The Cynical Data Guy

Highlights from this week’s conversation include: Welcome to another episode of the Cynical Data Guys (0:24) Post on Short Sellers in Data (1:36) Investment Areas in Data (4:04) Teaching Git with GUI (9:00) Understanding Data Scientist Roles (12:25) Interview Process Critique (15:39) Hiring Process Challenges (19:19) Defining Team Fit (21:05) Effective Hiring Framework (23:05) Cynical Take on Trust Issues (25:02) Final Thoughts and Takeaways (26:05) The Data Stack Show is a weekly podcast powere...

Sep 18, 202427 min

The PRQL: Open Source Data Tools: Buying or Selling?

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Sep 16, 20242 min

206: Reviving Old-School Customer Experiences Through Modern Data Strategies, Featuring Edward Chenard, Seasoned Data Leader and Analytics Officer

Highlights from this week’s conversation include: Edward's Background and Journey in Data (0:44) P&L Ownership Discussion (1:15) Challenges in Profit Ownership (3:38) Data Team Dynamics (5:52) Role Clarity Between CFO and CDO (7:31) Nuances of Data Leadership (11:24) Focus on Relevance in Data Work (14:05) Best Buy's Personalization Project (18:39) Building a Data Stack (21:00) Crowd-Driven Algorithms (25:26) Event-Based Personalization (28:12) Corporate Politics and Implementation (31:00) In-St...

Sep 11, 202448 min

The PRQL: Modern Data, Old-School Customer Focus: A Winning Strategy with Edward Chenard

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Sep 09, 20242 min

205: How to make LLMs Boring (Predictable, Reliable, and Safe), Featuring Nicolay Gerold

Highlights from this week’s conversation include: Nicolay’s Background and Journey in AI (0:39) Milestones in LLMs (4:30) Barriers to Effective Use of LLMs (6:39) Data-Centric AI Approach (10:17) Importance of Data Over Model Tuning (12:20) Capabilities of LLMs (15:08) Challenges in Structuring Data (18:28) JSON Generation Techniques (20:28) Utilizing Unused Data (22:36) Importance of Monitoring in AI (34:11) Challenges in AI Testing (37:40) Error Tracing in AI vs. Software (39:24) The AI Startu...

Sep 04, 202449 min

The PRQL: What are LLMs Actually Good At? Featuring Nicolay Gerold

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Sep 02, 20242 min

204: Will a Duck DB-Like Excel Emerge by 2075? And Is Data Every Company’s Most Valuable Asset? Featuring Benn Stancil of Mode

Highlights from this week’s conversation include: Benn's Background and Journey in Data (0:48) Reflection on Strategy and Vision (2:10) The Importance of Doing It Your Way (4:10) Early Experiences and Blogging (6:27) Self-Imposed Pressure in Startups (8:24) The Challenge of Decision-Making (12:11) Key Decisions in a Startup's Trajectory (15:48) Understanding Startup Anxiety (17:24) Importance of Focus in Data Startups (20:02) Product Market Fit Insights (24:38) Cultural Change and Product Fit (3...

Aug 28, 202454 min

The PRQL: Will Excel Exist in 50 Years? Featuring Benn Stancil of Mode

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Aug 26, 20242 min

203: From Data Dreams to Practical Marketing Outcomes with Spencer Burke of Braze

Highlights from this week’s conversation include: Spencer's Background at Braze (1:54) The Early Days of Braze (2:41) Finding Product-Market Fit (4:44) First Major Customer (6:33) Unique Aspects of Braze's Growth Team (8:07) Startup Culture Experience (10:40) Data and Marketing Perspectives (12:50) Common Marketing Data Challenges (15:50) Changing Dynamics in Marketing Tech (18:12) Evaluating Marketing Tools (19:38) Transformation of Marketing Tools (22:18) Marketers Becoming More Technical (24:...

Aug 21, 202447 min

The PRQL: Get Better at Data, Get Better at Marketing with Spencer Burke of Braze

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Aug 19, 20242 min

202: Predicting the Impact of Competitive Entrants With Synthetic Controls with Evan Wimpey of Elder Research

Highlights from this week’s conversation include: Evan's Background and Journey in Data (0:40) Discussion on Synthetic Controls (1:04) Evan's Educational Journey and Marine Corps Experience (2:54) Joining Elder Research (4:38) Synthetic Controls Explained (6:54) Measuring Impact with Synthetic Controls (9:05) Building the Control Group (12:54) Qualitative Context in Data Analysis (14:50) Final Steps with Synthetic Controls (16:29) Client Analytics Maturity (18:56) Outsourcing Decisions in Analyt...

Aug 14, 202450 min

The PRQL: Data Comedy and Synthetic Controls with Evan Wimpey of Elder Research

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Aug 12, 20242 min

201: AI Real-Talk: Uncovering the Good, Bad and Ugly Through Prototyping with Eric, John, and Matt

Highlights from this week’s conversation include: Current State of LLMs (1:12) Historical Analogy to the iPhone (3:32) Limitations of Early iPhones (5:02) Comparing LLMs to Historical Technologies (6:08) Skepticism About LLM Capabilities (9:11) Broad Nature of AI Innovations (10:12) User Input Challenges (14:32) Transcription and Unstructured Data (16:19) Single Player vs. Multiplayer Experiences with LLMs (18:50) Revenue Insights from ChatGPT (20:27) Contextual Use of LLMs in Development (23:43...

Aug 07, 20241 hr 3 min

The PRQL: AI Roundtable: Putting AI in Historical Context and Real-Life Learnings Through Prototyping, with Eric, John, and Matt

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com ....

Aug 05, 20242 min

200: Data Team Struggles: Telling Stakeholders the Truth vs. What They Want to Hear (How to Tell The Truth, Tactfully)

Highlights from this week’s conversation include: Lightning Round Discussion (1:21) Data Team's Truthfulness (2:21) Culture as a Blocker (9:10) Misconceptions about Data Jobs (10:32) Cultural and Technological Influences (11:51) Challenges in Data Science Projects (15:19) Embracing the Process (17:23) Barriers to Entry (19:36) Hiring Data Leaders (22:06) Challenges of Data Leadership (25:38) Evolving Hiring Criteria (27:30) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP ...

Jul 31, 202429 min
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