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How exposed to AI is a Fuel Cell Engineer?

Of the 26 tasks O*NET lists for fuel cell engineers, 8 could be done in half the time with a chat window today. 8 cannot be sped up at all. Here is which.

Exposure means published research judged an AI could halve the time a task takes, at the same quality. It does not mean the task stops needing a person. How to read this

Also called
EngineerFuel Cell EngineerResearch EngineerStack Engineer
Reachable today Needs software built first Cannot be sped up
26
tasks rated for this occupation
100%
hold a degree, from a survey of 21
278k
people do this job in the US
25 of 56
least protected in architecture and engineering

Every task, and what AI can do with it

These are O*NET's task statements for this occupation, exactly as written, sorted into the three bands by the ratings behind this report. Nothing has been reworded.

Reachable with a chat window today

8
  • Provide technical consultation or direction related to the development or production of fuel cell systems
  • Analyze fuel cell or related test data, using statistical software
  • Define specifications for fuel cell materials
  • Recommend or implement changes to fuel cell system designs
  • Design or implement fuel cell testing or development programs
  • Write technical reports or proposals related to engineering projects
  • Authorize release of fuel cell parts, components, or subsystems for production
  • Develop or evaluate systems or methods of hydrogen storage for fuel cell applications

Only with software built on top

10
  • Characterize component or fuel cell performances by generating operating maps, defining operating conditions, identifying design refinements, or executing durability assessments
  • Plan or implement fuel cell cost reduction or product improvement projects in collaboration with other engineers, suppliers, support personnel, or customers
  • Conduct post-service or failure analyses, using electromechanical diagnostic principles or procedures
  • Read current literature, attend meetings or conferences, or talk with colleagues to stay abreast of new technology or competitive products
  • Manage fuel cell battery hybrid system architecture, including sizing of components, such as fuel cells, energy storage units, or electric drives
  • Simulate or model fuel cell, motor, or other system information, using simulation software programs
  • Design fuel cell systems, subsystems, stacks, assemblies, or components, such as electric traction motors or power electronics
  • Identify or define vehicle and system integration challenges for fuel cell vehicles
  • Calculate the efficiency or power output of a fuel cell system or process
  • Evaluate the power output, system cost, or environmental impact of new hydrogen or non-hydrogen fuel cell system designs

Cannot be sped up

8
  • Plan or conduct experiments to validate new materials, optimize startup protocols, reduce conditioning time, or examine contaminant tolerance
  • Conduct fuel cell testing projects, using fuel cell test stations, analytical instruments, or electrochemical diagnostics, such as cyclic voltammetry or impedance spectroscopy
  • Validate design of fuel cells, fuel cell components, or fuel cell systems
  • Prepare test stations, instrumentation, or data acquisition systems for use in specific tests of fuel cell components or systems
  • Develop fuel cell materials or fuel cell test equipment
  • Fabricate prototypes of fuel cell components, assemblies, stacks, or systems
  • Coordinate fuel cell engineering or test schedules with departments outside engineering, such as manufacturing
  • Integrate electric drive subsystems with other vehicle systems to optimize performance or mitigate faults
What this does not say

This is not a prediction about your job

Nobody surveyed an employer. Tasks are counted equally, so a percentage here is a share of the list rather than a share of your week. And the ratings were made in 2023, which makes every figure a floor rather than a ceiling.

It must never be used to select anyone for redundancy. The full limits are here.

Where to go next

This is the standard task list for the title. The useful next question is which of the tasks you actually do should go near AI, and which should not.

Sort your own tasks Read the full report

Exposure ratings from Eloundou, Manning, Mishkin and Rock, GPTs are GPTs: Labor market impact potential of LLMs, Science 384, 1306–1308, 2024, used under the MIT licence. This page includes information from the O*NET Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA. People Team AI has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. Employment figures from the US Bureau of Labor Statistics.