# 10K Salary, 20K Cost
Canonical URL: https://theunclej.com/blog/no-hiring-unless-necessary
Markdown URL: https://theunclej.com/blog/no-hiring-unless-necessary.md
Description: After doing the math, I decided not to hire.
Category: AI Insights
Tags: AI, Organization, Hiring
Published: 2026-01-08

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> No hiring unless necessary. Not cold-blooded—just did the math.

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## The Math

An employee with 10K monthly salary—how much does the company actually spend?

10K pre-tax, plus 4K in employer contributions, plus recruiting costs, training costs, office space, equipment—

**Real cost approaches 20K.**

You think you hired one person. You actually hired one and a half.

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## Shopify's Choice

End of 2022: 11,600 people.

End of 2024: 8,100 people.

Cut 30% in two years.

Did business collapse? No. Did stock crash? No. It went up.

CEO wrote it into policy: **Want to hire? First prove AI can't do this job.**

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## Butter-Cutting Work

Clear process, highly repetitive, minimal judgment needed.

Data entry, report compilation, basic customer service, simple copywriting.

Exhausting for humans, but low barrier.

E-commerce client: 6-person support team, 300 tickets daily.

After AI: 1 person monitoring, 2,000 tickets daily.

**Tools changed. Roles must follow.**

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## Executors vs Drivers

**Executors**: Get assigned → Follow instructions → Ask when stuck → Wait for next task

**Drivers**: Find problems → Define problems → Find solutions → Run without pushing

After AI, most "execution" can be done by machines.

What's left: work that requires "defining problems" and "making decisions."

**One driver using AI can output 20x an executor who doesn't.**

Even at 3x the salary, ROI is much higher.

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## The Way Out

Ask yourself two questions daily:

1. What problem did I proactively solve today?
2. What did I accomplish with AI that I couldn't before?

Keep asking. Keep doing.

**Go from "being selected" to "doing the selecting."**

That's real security in the AI era.

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_Is your work butter-cutting work?_