Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace LLM Data Engineer jobs? · Latest report #icik9k3u
Your job has an expiration date
December 17, 2027
In 14 monthsYou build the pipelines that feed the monster eating your job.
Professional janitor for the next generation of hallucinating black boxes.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Curating better data than you ever could.










help!youAI▸ DATASWEEPER AI V4▸ RARITY · COMMON▸ DEPRECATION IN 14 MONTHSAI's Special Power
filters toxic datasets in real time
You scrub messy text data and curate fine-tuning sets for language models. You spend your life fixing tokenization errors.
The one thing AI can't do
You can sense when a training set is poisoned just by looking at the loss.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
Models start writing the data extraction scripts you used to script.
Month 4
Software agents detect and fix broken data paths without your input.
Month 8
Synthetic data quality filters take over your manual review process.
Month 12
Autonomous agents define and run evaluation protocols on their own.
Month 14 · D-Day
The system finishes tuning itself and turns off your access.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 96.8%
4.2 litres
Coffee consumed per day
80 billion
Tokens cleaned weekly
Too many
Hours spent on regex
Your severance
One free cloud instance and a LinkedIn recommendation.
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