
Data scientist and AI developer. After 20 years teaching high school math, I moved into data science in my 40s. I failed interviews, overspent on courses, and chased the wrong skills. I share what’s working so you can get interviews and offers.
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When I first started applying to data science roles, I was doing it at night after work while still teaching full time. My days were long. I would teach all day, come home, study, work on projects, and then sit down and apply to jobs. I rea...
That used to bother me.
Because I thought being a data scientist meant building models.
Training them.
Tuning them.
Deploying them.
That’s what I spent time learning.
But my day-to-day doesn’t look like that anymore.
I’m still solv...
I see this from both sides now.
I’ve been the person applying.
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And now I’m part of conversation...
I’ve been on both sides of this.
Building projects.
Putting them on a resume.
And now asking people about them.
When I’m at career fairs or talking to candidates, I usually ask one simple question:
“Tell me about your project.”
That...
Five years ago, I made one of the biggest decisions of my life.
I started over.
After 20 years of teaching high school math, I stepped into a field where I had no experience, no network, and no clear idea how it would work out.
I remembe...
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The writers behind this newsletter.
Data scientist and AI developer. After 20 years teaching high school math, I moved into data science in my 40s. I failed interviews, overspent on courses, and chased the wrong skills. I share what I learned the hard way so you don’t have to.
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