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
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Aerospace Product and Parts Manufacturing | 25,920 | $3.7B | $183M | $0 |
| Architectural, Engineering, and Related Services | 11,130 | $1.5B | $76.9M | $0 |
| Federal Executive Branch (OEWS Designation) | 9620 | $1.4B | $67.7M | $0 |
| Scientific Research and Development Services | 6960 | $1.1B | $53.1M | $0 |
| Navigational, Measuring, Electromedical, and Control Instruments Manufacturing | 4110 | $595M | $29.7M | $0 |
| Computer Systems Design and Related Services | 3410 | $456M | $22.7M | $0 |
| Employment Services | 930 | $165M | $8.2M | $0 |
| Management of Companies and Enterprises | 1090 | $161M | $8.0M | $0 |
| Support Activities for Air Transportation | 1300 | $142M | $7.1M | $0 |
| Management, Scientific, and Technical Consulting Services | 820 | $111M | $5.6M | $0 |