Eric Callahan

Eric Callahan

Principal, Data Solutions at Pickaxe Foundry

    Eric Callahan serves as Principal, Data Solutions at Pickaxe Foundry. With over 15 years of experience, he assists clients in resolving various data challenges. His expertise encompasses data engineering, analytics, machine learning, and experimentation, gained through roles focused on both product and marketing. This diverse background provides him with a unique perspective on the interconnectedness of the data ecosystem. He actively participates as a panelist and speaker, sharing his insights on best practices for modern data stacks.

    All Sessions by Eric Callahan

    Day 1 04/23/2024
    3:30 pm - 4:00 pm

    Clean as You Go: Basic Hygiene in the Modern Data Stack

    <span class="etn-schedule-location"> <span class="firstfocus">Data Engineering </span> </span>

    DE Summit: When my children walk around the house, they generally leave a trail of mess behind them. They sometimes realize that they shouldn't be doing this, but they’re so excited to move on to the next thing that catches their eye that they’ll say “Oh, I’ll clean it up later.” As grown adults with wisdom gained from experience, my wife and I know that this means either: They’ve just signed themselves up for a massive future cleaning job, or … … that someone else will have to clean up after them. We know that this is not good behavior for a child, so why do we so often do this as Data Engineers? The culture of “Move Fast and Break Things” has pressured us into closing tickets as quickly as possible, frequently pushing us towards the “Oh, I’ll clean it up later” mindset. While this may save us a few minutes in the short-term, we are creating long term headaches such as: Piles of small cleanup tasks for later Confusion among peers who try to use incomplete data assets Lack of metadata to activate throughout the Modern Data Stack

    Open Data Science

     

     

     

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