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Live· 4,218,906 positions deprecated· 4,218,906 deprecated· 1,284 today
Average time-to-redundancy: 11.3 months
Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace AI Healthcare Engineer jobs? · Latest report #ru6634vy
Your job has an expiration date
May 24, 2028
In 1 year, 7 monthsTraining models to diagnose better than you while you drink lukewarm coffee.
Junior Model-Trainer (mostly Python, entirely copy-pasted StackOverflow)
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One human is building a game about fighting back.
Clinical logic, zero bedside hesitation.
toast.you▸ MEDSYNTH AUTO-ARCHITECT V4.2▸ RARITY · UNCOMMON▸ DEPRECATION IN 1 YEAR, 7 MONTHSAI's Special Power
refactors production logic in milliseconds
Building pipeline architectures for clinical data extraction and fine-tuning LLMs on electronic health records. You essentially turn messy medical PDFs into slightly less messy CSVs.
The one thing AI can't do
You can still explain why the model made a clinically nonsensical prediction to a doctor.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Day 10
Custom scripts now identify and normalize patient data fields without your manual regex intervention.
Month 5
Vision models label your clinical datasets faster and more consistently than a team of humans.
Month 10
Adaptive agents cycle through model architectures to find the lowest validation loss autonomously.
Month 15
Automated dev-ops systems manage dependencies and resolve CUDA errors before they even occur.
Month 19 · D-Day
The system architecture now writes its own code, rendering the human prompt-engineer entirely redundant.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 94%
Optimized low
Hallucination rate
Zero ms
Data pipeline latency
4 cups/day
Coffee consumption
Your severance
A lifetime subscription to our competitor's premium API.
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