ova
581 posts


2001: Learn SQL → get a job
2005: SQL + Excel → get a job
2010: SQL + Python + Stats → get a job
2015: SQL + Python + Stats + ML → get a job
2020: SQL + Python + Stats + ML + A/B Testing + Dashboards → get a job
2026:
SQL + Python + Stats + ML + A/B Testing + Dashboards
* Data Engineering
* System Design
* LLMs
* AI Agents
* MLOps
* Cloud (AWS/GCP/Azure)
* Data Pipelines
* Streaming (Kafka/Spark)
* Experimentation Platforms
* Business Understanding
* Communication Skills
* Domain Expertise
* “Ownership mindset”
* “Startup hustle”
* 5 YOE
→ Entry-level role
Somewhere along the way…
“entry-level” stopped meaning entry.
If you’re feeling overwhelmed, you’re not alone.
The bar didn’t just rise…
it multiplied.
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@ChefAnthonyDC I've tried food from black owned BBQ places, and it's been disgusting every time
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@dirathedoll Why do people feel the need to defend celebrities they don’t know personally
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Lmao boy check the stats. When you done , set the reminder for tn!! Me and the biggest dropping . 🤫
Da After Hrs@DaAfterHrs
@Kurrco @coi_leray It’s a shame that @coi_leray can’t make a hit by herself
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