Data Engineering Podcast

A Holistic Approach To Data Governance Through Self Reflection At Collibra


Listen Later

Summary

Data governance is a phrase that means many different things to many different people. This is because it is actually a concept that encompasses the entire lifecycle of data, across all of the people in an organization who interact with it. Stijn Christiaens co-founded Collibra with the goal of addressing the wide variety of technological aspects that are necessary to realize such an important and expansive process. In this episode he shares his thoughts on the balance between human and technological processes that are necessary for a well-managed data governance strategy, how Collibra is designed to aid in that endeavor, and his experiences using the platform that his company is building to help power the company. This is an excellent conversation that spans the engineering and philosophical complexities of an important and ever-present aspect of working with data.

Announcements
  • Hello and welcome to the Data Engineering Podcast, the show about modern data management

  • When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. With their managed Kubernetes platform it’s now even easier to deploy and scale your workflows, or try out the latest Helm charts from tools like Pulsar and Pachyderm. With simple pricing, fast networking, object storage, and worldwide data centers, you’ve got everything you need to run a bulletproof data platform. Go to dataengineeringpodcast.com/linode today and get a $100 credit to try out a Kubernetes cluster of your own. And don’t forget to thank them for their continued support of this show!

  • RudderStack’s smart customer data pipeline is warehouse-first. It builds your customer data warehouse and your identity graph on your data warehouse, with support for Snowflake, Google BigQuery, Amazon Redshift, and more. Their SDKs and plugins make event streaming easy, and their integrations with cloud applications like Salesforce and ZenDesk help you go beyond event streaming. With RudderStack you can use all of your customer data to answer more difficult questions and then send those insights to your whole customer data stack. Sign up free at dataengineeringpodcast.com/rudder today.

  • Your host is Tobias Macey and today I’m interviewing Stijn Christiaens about data governance in the enterprise and how Collibra applies the lessons learned from their customers to their own business

    Interview
    • Introduction
    • How did you get involved in the area of data management?
    • Can you start by describing what you are building at Collibra and the story behind the company?
    • Wat does "data governance" mean to you, and how does that definition inform your work at Collibra?
      • How would you characterize the current landscape of "data governance" offerings and Collibra’s position within it?
      • What are the elements of governance that are often ignored in small/medium businesses but which are essential for the enterprise? (e.g. data stewards, business glossaries, etc.)
      • One of the most important tasks as a data professional is to establish and maintain trust in the information you are curating. What are the biggest obstacles to overcome in that mission?
      • What are some of the data problems that you will only find at large or complex organizations?
        • How does Collibra help to tame that complexity?
        • Who are the end users of Collibra within an organization?
        • Can you talk through the workflow and various interactions that your customers have as it relates to the overall flow of data through an organization?
        • Can you describe how the Collibra platform is implemented?
          • How has the scope and design of the system evolved since you first began working on it?
          • You are currently leading a team that uses Collibra to manage the operations of the business. What are some of the most notable surprises that you have learned from being your own customer?
            • What are some of the weak points that you have been able to identify and resolve?
            • How have you been able to use those lessons to help your customers?
            • What are the activities that are resistant to automation?
              • How do you design the system to allow for a smooth handoff between mechanistic and humanistic processes?
              • What are some of the most interesting, innovative, or unexpected ways that you have seen Collibra used?
              • What are the most interesting, unexpected, or challenging lessons that you have learned while building and growing Collibra, and running the internal data office?
              • When is Collibra the wrong choice?
              • What do you have planned for the future of the platform?
              • Contact Info
                • LinkedIn
                • @stichris on Twitter
                • Parting Question
                  • From your perspective, what is the biggest gap in the tooling or technology for data management today?
                  • Links
                    • Collibra
                    • Collibra Data Office
                    • Electrical Engineering
                    • Resistor Color Codes
                    • STAR Lab (semantics, technology, and research)
                    • Microsoft Azure
                    • Data Governance
                    • GDPR
                    • Chief Data Officer
                    • Dunbar’s Number
                    • Business Glossary
                    • Data Steward
                    • ERP == Enterprise Resource Planning
                    • CRM == Customer Relationship Management
                    • Data Ownership
                    • Data Mesh
                      • Podcast Episode
                      • The intro and outro music is from The Hug by The Freak Fandango Orchestra / CC BY-SA

                        Support Data Engineering Podcast

                        ...more
                        View all episodesView all episodes
                        Download on the App Store

                        Data Engineering PodcastBy Tobias Macey

                        • 4.5
                        • 4.5
                        • 4.5
                        • 4.5
                        • 4.5

                        4.5

                        142 ratings


                        More shows like Data Engineering Podcast

                        View all
                        The Changelog: Software Development, Open Source by Changelog Media

                        The Changelog: Software Development, Open Source

                        290 Listeners

                        Software Engineering Daily by Software Engineering Daily

                        Software Engineering Daily

                        623 Listeners

                        Talk Python To Me by Michael Kennedy

                        Talk Python To Me

                        584 Listeners

                        Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

                        Super Data Science: ML & AI Podcast with Jon Krohn

                        302 Listeners

                        NVIDIA AI Podcast by NVIDIA

                        NVIDIA AI Podcast

                        333 Listeners

                        Practical AI by Practical AI LLC

                        Practical AI

                        204 Listeners

                        AWS Podcast by Amazon Web Services

                        AWS Podcast

                        205 Listeners

                        Last Week in AI by Skynet Today

                        Last Week in AI

                        306 Listeners

                        Dwarkesh Podcast by Dwarkesh Patel

                        Dwarkesh Podcast

                        517 Listeners

                        The Data Engineering Show by The Firebolt Data Bros

                        The Data Engineering Show

                        8 Listeners

                        No Priors: Artificial Intelligence | Technology | Startups by Conviction

                        No Priors: Artificial Intelligence | Technology | Startups

                        130 Listeners

                        Latent Space: The AI Engineer Podcast by swyx + Alessio

                        Latent Space: The AI Engineer Podcast

                        92 Listeners

                        This Day in AI Podcast by Michael Sharkey, Chris Sharkey

                        This Day in AI Podcast

                        228 Listeners

                        The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

                        The AI Daily Brief: Artificial Intelligence News and Analysis

                        630 Listeners

                        AI + a16z by a16z

                        AI + a16z

                        36 Listeners