Rudderstack

The Data Stack Show

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.

Author

Rudderstack

Category

Technology

Podcast website

datastackshow.com

Latest episode

Jun 17, 2026

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Episodes

102: Building Pinot for Real-Time, Interactive User Analytics with Kishore Gopalakrishna of StarTree 31.08.2022

Highlights from this week’s conversation include: Kishore’s background and career journey (2:30) Internal analytics versus user-facing analytics (3:49) New ways of thinking about analytics (8:06) What makes Pinot different (13:45) How Pinot transforms systems (21:53) Understanding the data landscape (32:40) The Pinot user experience (36:27) Something exciting about StarTree (40:05) When you should...

The PRQL: Data Warehouses on Steroids 26.08.2022

In this bonus episode, Eric and Kostas preview their upcoming conversation with Kishore Gopalakrishna of StarTree. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

101: The Future of Machine Learning with Willen Pienaar of Tecton and Tristan Zajonc of Continual 24.08.2022

Highlights from this week’s conversation include: When is it right to use ML? (5:22) ML business models (10:21) Significant changes in delivering ML (19:07) Why ML is different (25:19) SQL becoming more important (34:39) Graduating from SQL-based to real-time (37:22) Space for a new role (45:11) State-of-the-art models (49:03) The most exciting thing in the ML space (53:59) Open source in ML (56:3...

The PRQL: Can Machine Learning Be Commoditized? 19.08.2022

In this bonus episode, Eric and Kostas preview their upcoming live stream episode featuring Willem Pienaar of Tecton and Tristan Zajonc of Continual. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

100: Data Quality Is Relative to Purpose with James Campbell of Superconductive 17.08.2022

Highlights from this week’s conversation include: James’ role at Great Expectations (2:33) What Great Expectations does (5:49) How Great Expectations approaches data quality (7:01) Why a data engineer should use Great Expectations (16:41) Defining “data quality” (19:16) Translating expectations from one domain to the other (27:00) Community around Great Expectations (30:59) The user experience (33...

The PRQL: What’s the Hardest Part About Data Quality? 12.08.2022

Eric and Kostas preview their upcoming conversation with James Campbell at Superconductive. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

99: State of the Data Lakehouse with Vinoth Chandar of Apache Hudi 10.08.2022

Highlights from this week’s conversation include: Vinoth’s background and career journey (3:08) Defining “data lakehouse” (5:10) Databricks versus lake houses (13:37) The services a lakehouse needs (17:37) How to communicate technical details (26:55) Onehouse’s product vision (31:41) Lakehouse performance versus BigQuery solutions (36:44) How to deliver customer experience equally (40:17) How to s...

The PRQL: Does Lakehouse Architecture Really Mean the End of the Data Warehouse and Data Lake As We Know It? 05.08.2022

In this bonus episode, Eric and Kostas preview their upcoming conversation with Vinoth Chandar of Apache Hudi. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

98: Category Theory and the Mathematical Foundation of the Technologies We Use with Eric Daimler of Conexus 03.08.2022

Highlights from this week’s conversation include: Eric’s background and career journey (3:30) Presenting to people without knowledge of AI (11:04) Why math was chosen over AI (19:03) From compilers to databases (25:42) The contribution of category theory (30:09) The Connexus customer experience (37:45) The primary user of Connexus (46:33) Interacting with 300,000 databases (51:07) When Connexus be...

The PRQL: Farm to Table Abstract Mathematics 29.07.2022

Eric and Kostas preview their upcoming conversation with Eric Damlier of Conexus AI. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

97: How To Build an Organization-Empowering Data Team with Emilie Schario of Amplify Partners 27.07.2022

Highlights from this week’s conversation include: Emilie’s background and career journey (3:00) Hypergrowth at GitLab (5:23) Being close to the money in data (9:50) Big things taken from GitLab to Netlify (13:00) Defining “data organization” (17:53) The first roles you should hire for (22:06) Defining “analytics engineer” (23:44) One role to bridge different needs (27:26) Why data analysts are nee...

The PRQL: If You Were Building a Data Team What Would Your First Hire Be? 22.07.2022

Eric and Kostas preview their upcoming conversation with Emilie Schario from Amplify Partners. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

96: How To Collect and Leverage Data From the Physical World with Prateek Joshi of Plutoshift 20.07.2022

Highlights from this week’s conversation include: Prateek’s background and career journey (2:10) The lack of advanced data tools for the physical world (4:55) Dealing with data from the physical world (10:53) Stocks in the physical world (14:20) What it takes to execute this kind of project (19:05) Challenges around this infrastructure (25:56) ML tools that are useful in this environment (31:55) P...

The PRQL: Collecting Data in the Physical World 15.07.2022

Eric and Kostas preview their upcoming conversation with Prateek Joshi. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

95: How the Metrics Layer Bridges the Gap Between Data & Business with Nick Handel of Transform 13.07.2022

Highlights from this week’s conversation include: Nick’s background and career journey (2:40) What Transform does (5:53) Metrics layer vs. metrics store (8:04) Signals vs. metrics (13:24) The user of a metric layer (14:34) Using Transform within an organization (17:05) How to fuse two sources into a metric (23:54) Currently supported databases (28:46) Community engagement (31:33) Optimizing for qu...

The PRQL: Data Marts Aren’t Just for the Enterprise 08.07.2022

Eric and Kostas preview their upcoming conversation with Nick Hansel from Transform. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

94: Notebooks Aren’t Just for Data Scientists With Barry McCardel of Hex Technologies 06.07.2022

Highlights from this week’s conversation include: Bary’s background and Hex (3:05) Reconciling two sides of data (9:16) Collaboration at Hex (15:10) What it takes to build something like Hex (20:02) Defining “commitment engineering” (26:01) How to begin working with Hex (30:56) Hex customers and uniqueness (40:31) The future in a world of data acquisition (45:30) Crossover between analytics and ML...

The PRQL: Have You Ever Been a Part of a Company That Has Done Analytics Really Well? 01.07.2022

Eric and Kostas preview their upcoming conversation with Barry McCardel of Hex Technologies. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

93: There Is No Data Observability Without Lineage with Kevin Hu of Metaplane 29.06.2022

Highlights from this week’s conversation include: Kevin’s background and career journey (1:54) Metaplane and the problem that is solves (6:47) The silence of data problems (9:53) Data physics work that requires more (13:35) Trusting data when bugs are present (19:12) Building a navigable experience (22:36) Developing anomaly detection (30:06) What Metaplane provides today (35:05) Metaplane’s plans...

The PRQL: What Are the Similarities Between VCs and Tilapia? 24.06.2022

Eric and Kostas preview their upcoming conversation with Kevin Hu of Metaplane. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

92: Building a Decentralized Storage System for Media File Collaboration with Tejas Chopra 22.06.2022

Highlights from this week’s conversation include: Tejas’ background and career journey (2:49, 43:04) Digital collaboration with Netflix Drive (7:57) A formal version control component (23:44) Centralized store vs. local affairs (31:05) The different skill sets a data engineer needs (37:38) How to get into data engineering (40:57) New technologies coming into day-to-day work (44:39) The Data Stack...

The PRQL: What is Netflix Cloud? 17.06.2022

Eric and Kostas preview their upcoming conversation with Tejas Chopra of Netflix. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

91: The Future of Streaming Data with Stripe, Deephaven, Materialize, and Benthos 15.06.2022

Highlights from this week’s conversation include: How we should think about batch versus streaming (6:02) Defining “streaming ETL” (9:34) A brief history of streaming processing platforms (22:07) The birth and evolution of Benthos (28:41) What led Jeff to build a new tool (34:29) Why you shouldn’t share all the data (37:23) Making streaming technologies approachable to engineers (42:09) Breaking o...

The PRQL: Can Streaming Simplify Your Data Flows? 10.06.2022

Eric and Kostas preview their upcoming livestream panel talking about all things streaming. Don't miss next week's episode with experts from Stripe, Deephaven, Materialize and Benthos Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

90: The Modern Data Stack Has a Join Problem with Ahmed Elsamadisi of Narrator AI 08.06.2022

Highlights from this week’s conversation include: Ahmed’s background and career journey (2:27) Why the modern data stack “sucks” (4:53) The limitations of progress (9:13) Showing data with only 11 columns (11:55) Managing one table that rules them all (19:02) Viewing the world as timestamped activities (32:40) When this model becomes harder to use (35:15) The two parts you need in a company (44:41...

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