Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace PCBA Test Engineer jobs? · Latest report #hsvnj7s9
Your job has an expiration date
December 10, 2027
In 13 monthsReviewing board layouts is just data entry with higher stakes.
Professional board layout critic and fixture spreadsheet enthusiast.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Test coverage, calculated in milliseconds.







help!youAI▸ FIXTUREAI AUTOVERIFY 5.0▸ RARITY · UNCOMMON▸ DEPRECATION IN 13 MONTHSAI's Special Power
validates board test nets in real-time
You verify test points on circuit boards and manage vendor-built fixtures to ensure hardware quality during mass production.
The one thing AI can't do
You can sense when a board layout feels 'cursed' before the simulation ever runs.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 3
Algorithms scan your board layouts and flag missing test nets instantly.
Week 12
The AI replaces your vendor reports with direct CNC machine instructions.
Month 6
Digital twins simulate probe contact to eliminate physical fixture design errors.
Month 9
Robotic test cells calibrate themselves based on real-time board feedback.
Month 13 · D-Day
The system designs and commissions fixtures without human intervention.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95%
45 days
Average fixture lead time
99.9 percent
Test point coverage rate
12 percent
Human error in DFT reports
Your severance
A vintage soldering iron and a firm handshake.
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