Fuel Cell Engineers
Machines can already do 37% of this job's tasks. By 2035 that rises to 71%. The job changes before it disappears.
Share of the work machines can do
Worldwide baseline, 2026 to 2050
Fuel Cell Engineers in 2026: the short answer
- Today: machines can do 37% of this job's tasks, and AI use is already seen in 8% of them.
- Forecast: machines can do half of its tasks by 2030, and 71% by 2035, according to the 311 Strategic Intelligence Unit.
- Size: 296,810 people do this job in the United States, on a median pay of $104,110 a year.
- Contact with people: it scores 63% for contact with people.
- Also called: Engineer, Fuel Cell Engineer, Research Engineer, Stack Engineer.
Updated by the 311 Strategic Intelligence Unit. These are worldwide baseline figures; the Workforce Starburst shows them for your country. Go deeper: How ready am I? or an executive briefing.
How the work changes, task by task
The tasks that take up most of the day, with the share of each that machines can do in 2026 (dark) and 2035 (pink). Worldwide baseline.
| Task | Share of the day | Machines can do | 2026 to 2035 |
|---|---|---|---|
| Conduct fuel cell testing projects, using fuel cell test stations, analytical instruments, or electrochemical diagnostics, such as cyclic voltammetry or impedance spectroscopy | 7% | 20% to 60% | |
| Plan or conduct experiments to validate new materials, optimize startup protocols, reduce conditioning time, or examine contaminant tolerance | 6% | 20% to 60% | |
| Characterize component or fuel cell performances by generating operating maps, defining operating conditions, identifying design refinements, or executing durability assessments | 6% | 35% to 65% | |
| Analyze fuel cell or related test data, using statistical software | 6% | 60% to 90% | |
| Write technical reports or proposals related to engineering projects | 6% | 70% to 95% | |
| Simulate or model fuel cell, motor, or other system information, using simulation software programs | 6% | 50% to 85% | |
| Design fuel cell systems, subsystems, stacks, assemblies, or components, such as electric traction motors or power electronics | 6% | 35% to 65% | |
| Provide technical consultation or direction related to the development or production of fuel cell systems | 5% | 35% to 65% |
The skills this job runs on
The skills fuel cell engineers use most, most used first.
Safer jobs nearby
Jobs with a similar skill shape where machines can do less of the work by 2035.
- Agricultural Engineers68% of tasks by 2035 · US median $98,590
- Mechanical Engineers69% of tasks by 2035 · US median $104,110
- Energy Engineers, Except Wind and Solar57% of tasks by 2035 · US median $122,930
- Materials Engineers63% of tasks by 2035 · US median $112,860
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Questions
When will machines do half of the tasks of Fuel Cell Engineers?
Machines can do half of its tasks by 2030. That is the worldwide baseline from the 311 Workforce Starburst, before adjusting for country.
Will AI take the job of fuel cell engineers?
Machines can do 37% of the tasks of fuel cell engineers today and 71% by 2035. The job changes before it disappears: the routine tasks move first.
Sources and citing
Tasks and their share of the day: O*NET 31.0, occupation 17-2141.01 (US Department of Labor, CC BY 4.0). Pay and jobs: US Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025. AI use today: Anthropic Economic Index (CC BY). Scoring and forecast: the 311 Strategic Intelligence Unit; after 2035 the figures extend each trend, with lower confidence. Foresight, not advice.
Cite as: 311 Institute (2026). Fuel Cell Engineers: the outlook to 2050. 311 Workforce Starburst. https://www.311institute.com/jobs/fuel-cell-engineers/