sp1ere

💎 AI Gems nobody talks about.
🤖 Tools • Agents • Trends
🧠 Finding the next big thing in AI.

[sp1ere @Spieregem]

Everyone's grinding LeetCode-style ML theory to become an "AI engineer" in 2026.

Meanwhile companies are hiring for something nobody's studying.

We looked at thousands of AI engineer job postings this year. The fastest-growing required skill isn't PyTorch. Isn't CUDA. Isn't even prompt engineering, which everyone assumes is the whole job now.

It's SQL.

Mentions roughly tripled in a few months — the sharpest rise of any skill in the entire dataset.

Think about why. You can build the smartest model in the world. If it can't reach the company's actual data — the tables, the records, the systems that run the business — it's a toy. Every real AI system eventually has to ask a database a question and get a straight answer back.

So while half of Twitter is debating transformer architecture and fine-tuning tricks, the actual hiring managers are quietly filtering for people who can write a clean JOIN.

Nobody's ready for that. That's exactly why it's worth knowing.

[sp1ere @Spieregem]

https://t.co/BZOVl0mPXN

[sp1ere @Spieregem]

AI engineer median salary: $185K.

Junior AI roles: under 1% of postings.

Nobody talks about the second number when they talk about the first one.

You're not competing for a "junior AI engineer" job — that tier barely exists anymore. You're competing for a job that expects you to already know how to ship, not learn on the job.

High floor to get in. High ceiling once you're in.

I broke down what actually gets you past that floor here 👇

[sp1ere @Spieregem]

https://t.co/BZOVl0mPXN

[sp1ere @Spieregem]

https://t.co/BZOVl0mPXN