17-2141.01

Fuel Cell Engineers

Design, evaluate, modify, or construct fuel cell components or systems for transportation, stationary, or portable applications.

1.6OUT OF 10SAFEHIGH RISK
Low Risk

You're basically automation-proof

Only 8% of jobs we track are safer than this

Frey & Osborne (2013) estimated 1% probability of automation for this role
paper →
8%
of jobs safer
939
jobs riskier than this
+9.1%
projected growth

Disruption Vector

Disruption Type

Hybrid Threat

Both AI software and physical automation threaten different aspects of this role, creating a compound risk from multiple directions.

Fuel Cell Engineers work on hydrogen energy systems — a niche but growing field where AI assists with materials modeling and system optimization but cannot replace the specialized engineering expertise required. AI tools like AlphaFold-inspired materials discovery platforms are accelerating R&D, but physical system design, safety validation, and novel problem-solving remain human-dependent. Growing clean energy investment is likely to increase demand for this specialty through 2027.

Disrupted byBoston DynamicsChatGPT / GPT-4oAmazon Robotics

Salary & Job Outlook

Median Annual Pay
$102,320
US Bureau of Labor Statistics
10-Year Job Growth
+9.1%
Faster than average
Education Required
Bachelor's degree
Job Zone 4 / 5

AI Risk Timeline

1.6
1.9
2.2
2.8
Today
5 Years
10 Years
20 Years

Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.

Skills Analysis — AI Vulnerability

AI can replicate (0)
AI-resistant (1)
Mixed
Critical Thinking80%
Active Learning75%
Complex Problem Solving78%
Judgment and Decision Making82%
Reading Comprehension72%

Similar Safe Careers

Share Your Results

amicooked-five.vercel.app

Fuel Cell Engineers

1.6
/ 10
Low Risk
16% automation risk

"Congrats — you are delightfully robot-proof. Go touch some grass."

Tweet preview

I just checked if I'm cooked as a Fuel Cell Engineers 🤖 AI risk score: 1.6/10 — Low Risk "Congrats — you are delightfully robot-proof. Go touch some grass." Check yours 👇 https://amicooked-five.vercel.app/results/17-2141.01 #AmICooked #AI #FutureOfWork

Your score badge

AM I COOKED?

FUEL CELL ENGINEERS
1.6

/ 10

LOW RISK

amicooked-five.vercel.app

Screenshot this card to share on Instagram or TikTok 📸

You're safer than 8% of all knowledge workers we track.

This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →