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, 2024•3 min•Transcript available on Metacast 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, 2024•47 min•Transcript available on Metacast 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, 2024•2 min•Transcript available on Metacast 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, 2024•1 hr 6 min•Transcript available on Metacast 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, 2024•4 min•Transcript available on Metacast 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, 2024•31 min•Transcript available on Metacast 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, 2024•1 min•Transcript available on Metacast 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, 2024•44 min•Transcript available on Metacast 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, 2024•2 min•Transcript available on Metacast 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, 2024•27 min•Transcript available on Metacast 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, 2024•2 min•Transcript available on Metacast 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, 2024•48 min•Transcript available on Metacast 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, 2024•2 min•Transcript available on Metacast 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, 2024•49 min•Transcript available on Metacast 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, 2024•2 min•Transcript available on Metacast 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, 2024•54 min•Transcript available on Metacast 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, 2024•2 min•Transcript available on Metacast 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, 2024•47 min•Transcript available on Metacast 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, 2024•2 min•Transcript available on Metacast 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, 2024•50 min•Transcript available on Metacast 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, 2024•2 min•Transcript available on Metacast 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, 2024•1 hr 3 min•Transcript available on Metacast 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, 2024•2 min•Transcript available on Metacast 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, 2024•29 min•Transcript available on Metacast 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 ....
Jul 29, 2024•2 min•Transcript available on Metacast Highlights from this week’s conversation include: Cameron's Background and Journey in Data (1:49) Running a Bakery (3:03) Applying Analytics to Bakery Operations (7:07) Reevaluating Business Operations (18:08) Optimizing for Profitability (19:09) Working at Newell Rubbermaid (20:11) Value Engineering Projects (22:11) Starting a Center of Excellence (24:53) Productizing the Approach (29:48) Tech Stack for Data Analysis (31:40) Data Cleaning and Classification (35:16) Market Build and Pricing Accu...
Jul 24, 2024•49 min•Transcript available on Metacast 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 ....
Jul 22, 2024•3 min•Transcript available on Metacast Highlights from this week’s conversation include: Jesse’s background and work in data (0:35) E-commerce Application for Search (1:23) Ph.D. in Physics Experience Then Working in Data (2:27) Early Machine Learning Journey (4:35) Machine Learning at Stitch Fix (7:28) Machine Learning at Amazon (10:39) Myths and Realities of AI (13:49) Bolt-On AI vs. Native AI (17:26) Overview of Marqo (19:46) Product launch and fine-tuning models (23:02) Importance of data quality (25:38) The power of machine lear...
Jul 17, 2024•52 min•Transcript available on Metacast 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 ....
Jul 15, 2024•2 min•Transcript available on Metacast Highlights from this week’s conversation include: Overview of Hex and its Purpose (0:51) Discussion on AI and Data Collaboration (1:42) Product Updates in Hex (2:14) Challenges of Building AI Features (13:29) Magic Features and AI Context (15:22) Chatbots and UI (17:31) Benchmarking AI Models (19:06) AI as a Judge Pattern (23:32) Challenges in AI Development (25:31) AI in Production and Product Integration (28:43) Difficulties in AI Feature Prediction (33:38) Deterministic template selection and...
Jul 10, 2024•1 hr 4 min•Transcript available on Metacast 
