# Will fuel cell engineers be replaced by AI? Updated October 2026 Fuel cell engineers score 49 out of 100 for AI exposure. AI helps with 77% of their task time, and they stay in charge. AI can do another 12%. 11% needs a person. - **12%** AI can do it - **77%** AI helps - **11%** Needs a person Moderate exposure Higher than 72% of the 923 jobs we scored. ## Task by task We graded 26 tasks, most exposed first. AI can do 3 of them, helps with 20 and leaves 3 to people. | Task | AI exposure | | --- | --- | | Write technical reports or proposals related to engineering projects. Routine report and proposal drafting suits AI well; engineers review. | 75% AI can do it | | Analyze fuel cell or related test data, using statistical software. AI handles statistical analysis and scripting well; engineer reviews results. | 65% AI can do it | | Calculate the efficiency or power output of a fuel cell system or process. Efficiency and power calculations are formulaic; AI handles them well. | 65% AI can do it | | Define specifications for fuel cell materials. AI drafts spec text; engineers set limits and verify materials. | 55% AI helps | | Read current literature, attend meetings or conferences, or talk with colleagues to stay abreast of new technology or competitive products. AI summarizes papers and search results well; meetings stay human. | 55% AI helps | ## How fuel cell engineers compare All jobs (923) Architecture and engineering (56) The dark line is **fuel cell engineers, at 49**. Each dot is a score, and darker dots mean more jobs share it. The short marks are the averages, 37 for all jobs and 47 for architecture and engineering. ## Pay and outlook in the US Median pay $104,110 a year, May 2025 Projected change in jobs +11.2% from 2024 to 2034 ## Skills to build - Check AI-drafted efficiency and power calculations in Excel - Run electrochemical diagnostics, cyclic voltammetry and impedance spectroscopy - Build and validate Simulink models of stack thermal behavior - Assemble fuel cell stacks and prototypes manually - Sign off part release with documented quality records - Set up test stations and data acquisition hardware ## Safer roles nearby 5 related jobs with lower scores. - [Chemical engineers45 out of 100](https://www.aigentcy.com/ai-exposure/chemical-engineers/) - [Biofuels managers43 out of 100](https://www.aigentcy.com/ai-exposure/biofuels-managers/) - [Electrical engineers47 out of 100](https://www.aigentcy.com/ai-exposure/electrical-engineers/) - [Mechanical engineers47 out of 100](https://www.aigentcy.com/ai-exposure/mechanical-engineers/) - [Materials scientists48 out of 100](https://www.aigentcy.com/ai-exposure/materials-scientists/) ## Questions about fuel cell engineers and AI Will AI replace fuel cell engineers? Partly. About 4 in 10 working hours go to tasks AI can already do, mostly report writing and test data analysis. Hands-on work stays with people, assembling stacks, setting up test stations, and signing off part release. Which fuel cell engineer tasks is AI taking over? Report and proposal drafting, with an exposure score of 75, leads the list. Test data analysis and efficiency or power calculations follow at 65 each, since statistical software and formulas suit AI well. The engineer moves from producing the draft or number to reviewing it. Which fuel cell engineer tasks stay human? Fabricating prototype stacks, preparing test stations, and authorizing part release. Prototype assembly needs skilled physical handling, test station setup is hardware work, and release carries legal and quality accountability for the company. How can fuel cell engineers stay valuable? Keep the hands-on work and become the reviewer of AI output. Practice stack assembly and run cyclic voltammetry and impedance spectroscopy yourself. Then check AI-drafted reports, Simulink models, and Excel efficiency calculations before anything leaves the lab. ## Related jobs - [Automotive engineers56 out of 100](https://www.aigentcy.com/ai-exposure/automotive-engineers/) - [Microsystems engineers50 out of 100](https://www.aigentcy.com/ai-exposure/microsystems-engineers/) - [Electronics engineers53 out of 100](https://www.aigentcy.com/ai-exposure/electronics-engineers/) - [Aerospace engineers51 out of 100](https://www.aigentcy.com/ai-exposure/aerospace-engineers/) ## Next steps for fuel cell engineers - ### Check your job Your job title is a rough guide. Your tasks decide your score. Paste your job description or CV to see which tasks AI can do. [Check your job](https://www.aigentcy.com/tools/ai-exposure-checker/) [Check your CV](https://www.aigentcy.com/tools/cv-checker/) - ### Estimate team savings The score is per person. Add headcount and salary to see the hours AI can take on in a team of fuel cell engineers, and what they cost. [Estimate what AI saves a team of fuel cell engineers](https://www.aigentcy.com/tools/team-ai-audit/?role=fuel-cell-engineers) [Work out the return on automation](https://www.aigentcy.com/tools/ai-savings-calculator/) ### Check which roles in your team AI can take on We map your team's tasks, show what AI can do today and build the automations that pay back first. [Book an AI audit](https://www.aigentcy.com/audit/) ## Related topics - [**Jobs AI can't replace**Roustabouts score lowest, at 6.](https://www.aigentcy.com/ai-exposure/jobs-ai-cant-replace/) - [**Jobs most at risk from AI**Proofreaders score highest, at 76.](https://www.aigentcy.com/ai-exposure/jobs-most-exposed-to-ai/) - [**High-paying jobs with low AI exposure**Pediatric surgeons earn a median $559,030 and score 29.](https://www.aigentcy.com/ai-exposure/high-paying-jobs-low-ai-exposure/) - [**Entry-level jobs with low AI exposure**Roustabouts need little prior training and score 6.](https://www.aigentcy.com/ai-exposure/entry-level-jobs-low-ai-exposure/) - [**Jobs AI speeds up the most**AI helps with 98% of the task time for health informatics specialists.](https://www.aigentcy.com/ai-exposure/jobs-ai-speeds-up/) - [**AI and jobs in Malta**15 iGaming roles graded task by task.](https://www.aigentcy.com/ai-exposure/malta/) - [**Skills that keep work human**The skills to build in the jobs AI changes least.](https://www.aigentcy.com/ai-exposure/skills/) - [**Jobs A to Z**Every job we score, by first letter.](https://www.aigentcy.com/ai-exposure/jobs/) - [**AI exposure by industry**Average scores for 22 job groups.](https://www.aigentcy.com/ai-exposure/industries/) - [**Write a CV screening software can read**How applicant tracking systems read a CV, and what to change.](https://www.aigentcy.com/ai-exposure/cv-screening-guide/) - [**AI for businesses**The tasks to automate first in each team and industry.](https://www.aigentcy.com/ai-for/) - [**How we score AI exposure**The grading, the weights and every source.](https://www.aigentcy.com/ai-exposure/methodology/) Sources and licences Occupation data from the O\*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) and modified by Aigentcy. O\*NET® is a trademark of USDOL/ETA. Wage, employment and projection data from the U.S. Bureau of Labor Statistics. EU occupation names from ESCO, European Commission. AI usage signals from the Anthropic Economic Index (CC BY) and Microsoft Research (CC BY 4.0). [Methodology and sources](https://www.aigentcy.com/ai-exposure/methodology/). Scores © Aigentcy. Quote them with a link to the page.