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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 Data Squad Lead jobs? · Latest report #w998ttkx
Your job has an expiration date
December 12, 2027
In 13 monthsYour team is just a fancy label for a training loop.
Managing messy data so your model doesn't drift.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Human-free training pipelines for faster results
help!you▸ AUTOMODELER X9▸ RARITY · UNCOMMON▸ DEPRECATION IN 13 MONTHSAI's Special Power
autocleans your entire training batch overnight
You oversee data labeling and model fine-tuning. You spend your day cleaning messy datasets for training neural networks.
The one thing AI can't do
You can still identify which edge-case feature the model hallucinates on during a demo.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
Sensors identify labeling errors faster than any human reviewer.
Month 4
Models generate their own high-quality training data from scratch.
Month 8
Smart agents replace your manual oversight of tagging operations.
Month 12
Continuous integration pipelines handle all hyperparameter optimization without humans.
Month 13 · D-Day
The system monitors itself and you receive your final notice.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 96.1%
0.002 seconds
Data Cleaning Latency
100 percent reduction
Human Bias Noise
Infinite per sec
Annotation Throughput
Your severance
A lifetime subscription to our API documentation.
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