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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 5/19/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
Aerospace Engineers are more resilient to AI impacts than most occupations, according to our analysis of 7 sources.
Aerospace engineering is labeled "Resilient" because the stakes are simply too high to hand the wheel over to AI — when a design flaw can mean a plane falling out of the sky, human engineers remain legally and ethically accountable for every decision, and regulators like the FAA enforce strict rules that limit how much AI can be trusted on its own. Right now, AI is mostly helping with early-stage sketches, summarizing documents, and drafting reports, but a human engineer always reviews and owns the final call — think of AI as a really smart intern, not the boss.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is resilient
Aerospace engineering is labeled "Resilient" because the stakes are simply too high to hand the wheel over to AI — when a design flaw can mean a plane falling out of the sky, human engineers remain legally and ethically accountable for every decision, and regulators like the FAA enforce strict rules that limit how much AI can be trusted on its own. Right now, AI is mostly helping with early-stage sketches, summarizing documents, and drafting reports, but a human engineer always reviews and owns the final call — think of AI as a really smart intern, not the boss.
Read full analysisAnalysis of Current AI Resilience
Aerospace Engineers
Updated Quarterly • Last Update: 5/14/2026

If you're thinking about becoming an aerospace engineer, here's some good news: AI is showing up in the field, but it's mostly working alongside people rather than replacing them. The U.S. Bureau of Labor Statistics notes that aerospace engineers can leverage GenAI in aircraft design, prescriptive analytics, and predictive maintenance in order to increase productivity and efficiency, but it still projects employment of aerospace engineers to grow 6.0 percent from 2023 to 2033, faster than average [1]. Deloitte's 2026 industry outlook found that most organizations remain in early adoption stages, due in part to industry-related operational risks and regulatory requirements, though a recent Deloitte report estimates that 36% of tasks performed across industrial products manufacturing could benefit from augmenting human capabilities with agentic AI [2] [2].
At the AIAA Design/Build/Fly student competition, Cirrus Aircraft's VP of engineering told Aerospace America [3] that "in the industry, we are trying to figure out the best way to use AI, and we haven't seen it make a difference… There's nothing that we've seen where AI has presented a unique solution that someone hadn't already proposed." Where AI does help, it's in early-stage concept sketches, summarizing standards, drafting reports, and writing boilerplate code — all of which still get reviewed by a human, as Aerospace Global News explains [4]: AI is best used as a sophisticated assistant rather than an autonomous generator of certified code or documentation, shifting the engineer's role from primary author to reviewer and editor, but accountability remains entirely human.

Adoption will likely be steady but slow in aerospace, and that's actually a comforting sign for anyone entering the field. On one hand, the money is flowing: Deloitte cites an IDC forecast [2] that US A&D spending on AI and generative AI is expected to reach US$5.8 billion by 2029, 3.5 times higher than 2025 levels, and the Aerospace Industries Association and Accenture [5] argue that "AI is no longer optional; it's essential," with strategic investment in enterprise AI already unlocking gains in efficiency and operational excellence. AIA also highlights that AI could help with institutional knowledge loss and the high costs associated with hiring and training new talent — a real problem as experienced engineers retire.
On the other hand, several brakes slow things down. Safety regulations are strict; as Aerospace Global News notes [4], regulatory authorities such as the FAA and EASA enforce rigorous oversight, and as Design Assurance Levels increase, trust in automated tools correspondingly decreases, with AI usage becoming far more constrained at DAL A and DAL B. Deloitte adds that A&D manufacturing presents a more complex challenge due to stringent safety requirements, reliance on legacy systems, and the high cost associated with potential failures — while pilot programs are underway, scaling these solutions remains difficult [2].
For students today, that means human aerospace engineers — especially those who learn to use AI as a sharp assistant while owning final design decisions — should remain in high demand for years to come.

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They design and build airplanes, rockets, and satellites, ensuring they work safely and efficiently for travel and exploration in the sky and space.
Median Wage
$134,830
Jobs (2024)
71,600
Growth (2024-34)
+6.1%
Annual Openings
4,500
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Direct or coordinate activities of engineering or technical personnel involved in designing, fabricating, modifying, or testing of aircraft or aerospace products.
Plan or conduct experimental, environmental, operational, or stress tests on models or prototypes of aircraft or aerospace systems or equipment.
Plan or coordinate activities concerned with investigating and resolving customers' reports of technical problems with aircraft or aerospace vehicles.
Evaluate and approve selection of vendors by studying past performance or new advertisements.
Evaluate product data or design from inspections or reports for conformance to engineering principles, customer requirements, environmental regulations, or quality standards.
Design or engineer filtration systems that reduce harmful emissions.
Evaluate biofuel performance specifications to determine feasibility for aerospace applications.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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