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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 Powertrain Calibration Engineer jobs? · Latest report #v3eny6r3
Your job has an expiration date
May 20, 2029
In 2 years, 7 monthsYour shift maps are just fancy spreadsheets waiting for a GPU.
11 years chasing perfect air-fuel ratios in freezing temperatures.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Perfect combustion curves without the frostbite.
blub.you▸ AUTOTUNE NEURAL ENGINE V4▸ RARITY · UNCOMMON▸ DEPRECATION IN 2 YEARS, 7 MONTHSAI's Special Power
optimises fuel maps in nanoseconds
You spend weeks tuning ECU parameters to meet emissions and driveability goals. You live in cold-weather test chambers.
The one thing AI can't do
You can sense a slight engine misfire from the seat of your pants.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 6
Sensors stream engine data directly to our cloud-based model.
Month 8
AI runs millions of virtual miles instead of you driving.
Month 15
Algorithms write the calibration maps based on objective driveability targets.
Month 23
Robotic test rigs run compliance cycles without needing human supervision.
Year 2.6 · D-Day
The calibration workflow is entirely handled by autonomous optimization agents.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 96.1%
4,200
Hours frozen in test cells
12,000
Tuning iterations per release
0.4 percent
Human error rate in maps
Your severance
A lifetime supply of premium unleaded gasoline.
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