Data Engineering Podcast
Building And Managing Data Teams And Data Platforms In Large Organizations With Ashish Mrig
Jan 23, 2022
Ashish Mrig, head of the data analytics platform at Wayfair and organizer of a local data engineering meetup, shares his insights into managing data teams in large organizations. He discusses the challenges of balancing stakeholder demands with technological advancement, particularly in cloud migration. Ashish delves into the evolution of data engineering roles, from analytics to machine learning workloads, and emphasizes the importance of strategic planning in data architecture. He also touches on common pitfalls in data management and the future of data quality and technology.
52:45
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Quick takeaways
- Ashish Mrig emphasizes the critical importance of strategic planning in managing data engineering teams to preemptively address future challenges.
- He advocates for the development of core skills among engineers to enhance job satisfaction and effectiveness, while also implementing systems designed for adaptability.
Deep dives
The Data Engineering Journey
Ashish Marrig discusses his extensive experience in data engineering, which began two decades ago, ultimately leading him to his current role as a data engineering manager at Wayfair. Initially entering the field during the era of database development, he transitioned through various roles like senior developer and architect before managing data teams. His significant early experience with TiVo, where he managed big data teams and handled large-scale data, equipped him well for his current challenges. This background has allowed him to contribute meaningfully to his teams' success and the overall advancements in the data ecosystem.
