Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Analytical Applications Engineer jobs? · Latest report #wq6yubr8
Your job has an expiration date
October 11, 2028
In 2 yearsYour career ends when the calibration curves stop requiring human ego.
Professional reagent-waster and SOP-writer for chemical processes.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Science without the subjective human margin.






help!youAI▸ CHEMSYNTH AUTOPILOT V4.2▸ RARITY · UNCOMMON▸ DEPRECATION IN 2 YEARSAI's Special Power
automates full method validation cycles overnight
You optimize chemical methods and bridge the gap between volatile bench chemistry and software logic. We are removing the bridge.
The one thing AI can't do
You can smell when the solvent extraction process has gone predictably sideways.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
An LLM generates your entire standard operating procedure documentation from raw instrument baseline data.
Month 5
Automated vision agents iterate chemical parameters faster than any human can physically shift a pipette.
Month 12
Our neural-link bridge replaces your coordination role by talking directly to the instrument software backend.
Month 16
Multi-axis arms handle all sample preparation and reagent weighing without needing lunch breaks or error-prone wrists.
Year 2 · D-Day
The laboratory facility assumes full autonomy, rendering human oversight a purely historical curiosity.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95.3%
99.9% Faster
Method Optimization Time
Eliminated
Human Error Rate
Absolute
SOP Compliance
Your severance
One lifetime subscription to high-end chromatography simulation software.
Discussion