Skip to content
Slow Variables
Ask
Census · Engineering · occupation code 17-2011

Aerospace Engineers

Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.

Passes the screen · 1 of 16 tasks

  • Maintain records of performance reports for future reference.

    quick to check, an existing check settles it, and a mistake is cheap · 5.0% of the role's time · $476M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed

Does not pass

  • Direct or coordinate activities of engineering or technical personnel involved in designing, fabricating, modifying, or testing of aircraft or aerospace products.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 12.8% of the role's time · $1.2B

  • Formulate conceptual design of aeronautical or aerospace products or systems to meet customer requirements or conform to environmental regulations.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 12.2% of the role's time · $1.2B

  • Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 11.3% of the role's time · $1.1B

  • Plan or conduct experimental, environmental, operational, or stress tests on models or prototypes of aircraft or aerospace systems or equipment.

    physical work, outside the screen · 8.9% of the role's time · $846M

  • Evaluate product data or design from inspections or reports for conformance to engineering principles, customer requirements, environmental regulations, or quality standards.

    reason given most often: no existing check settles it, and a failure is too expensive · 6.7% of the role's time · $640M

  • Plan or coordinate investigation and resolution of customers' reports of technical problems with aircraft or aerospace vehicles.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 5.8% of the role's time · $556M

  • Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.

    reason given most often: no existing check settles it · 5.5% of the role's time · $521M

  • Design or engineer filtration systems that reduce harmful emissions.

    reason given most often: nobody can tell quickly whether it worked, and a failure is too expensive · 5.4% of the role's time · $516M

  • Evaluate biofuel performance specifications to determine feasibility for aerospace applications.

    reason given most often: nobody can tell quickly whether it worked · 5.4% of the role's time · $516M

  • Analyze project requests, proposals, or engineering data to determine feasibility, productibility, cost, or production time of aerospace or aeronautical products.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 5.3% of the role's time · $511M

  • Diagnose performance problems by reviewing reports or documentation from customers or field engineers or by inspecting malfunctioning or damaged products.

    physical work, outside the screen · 5.0% of the role's time · $478M

  • Develop design criteria for aeronautical or aerospace products or systems, including testing methods, production costs, quality standards, environmental standards, or completion dates.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 4.9% of the role's time · $465M

  • Direct aerospace research and development programs.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 3.6% of the role's time · $340M

  • Evaluate and approve selection of vendors by studying past performance or new advertisements.

    an accountable sign-off — stays with a person · 1.4% of the role's time · $129M

  • Design new or modify existing aerospace systems to reduce polluting emissions, such as nitrogen oxide, carbon monoxide, or smoke emissions.

    reason given most often: nobody can tell quickly whether it worked, and a failure is too expensive · 0.9% of the role's time · $85.4M

Where this role works