Zach Wilson LinkedIn Posts
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@eczachly
In light of the current job market challenges, I want to extend a helping hand to my mentees who are recent graduates or
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This is no "best" technology. Tech selection has so many dimensions to it that picking Microsoft Access and Excel might be the best
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When I got an offer from Facebook back in 2016, my company at the time Research Innovations Incorporated countered with more money.
And
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Video games were hugely beneficial for my career.
Here’s why:
1. They taught me to be competitive. This included dealing with failure gracefully.
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Creators that inspire me to do better:
- Daliana Liu
Her podcast The Data Scientist Show and her LinkedIn posts are great. Building community
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I applied to a tech lead role at Airbnb that required 10+ years of experience. I only had 6 years of experience.
I
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I once worked for a company as a mid-weight engineer, where in the yearly review, they promised they would review my salary in
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Data engineering leaders need to care more about how their team is doing than what pipelines they are building!
Trusting your engineers to correctly
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Data engineers who can do feature engineering will make way more money!
What do you need to know when picking good features?
- Categorical
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Here are all the things that went wrong in the first week of v3:
- server crashed during the last 10 mins of
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Slow JOINs are one of the most painful parts of data engineering!
Here are some tips to optimize them:
- filter your data ahead
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Data engineering is much more than knowing Spark and Airflow!
Data engineers need to be communicative with the business. Can you produce data
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My entrepreneurial tech stack as someone who’s technical:
- Newsletter: Substack
- Link site: TechCreator (the platform I’m building), my example site: https://lnkd.in/gdK2kEzu
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I had this crazy ETL job in my career that used to do things over REST calls and I moved it to be
@eczachly
Shuffling can be a serious bottleneck in your distributed SQL queries!
These keywords cause shuffle:
- GROUP BY
Since the source data might
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OLTP and OLAP data modeling and querying are fundamentally different!
OLTP:
- focused on latest state of data
- normalization and 3rd normal form
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Data modeling has two “flavors” that compete aggressively depending on your use case!
The first flavor prefers compactness, minimizing duplication and normalization. This
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Fundamental concepts every data engineer should know because they don’t really change
- ANSI SQL
- distributed compute
- OLTP vs OLAP
- CAP
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I didn’t follow any “roadmaps” when building my career!
I found things I wanted to build and learned the things I needed to build
@eczachly
In life, you meet a few rare people who change your course dramatically.
These people offer a new path to you that’s exciting