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Aircraft Programmes Outlive the Engineers Who Start Them

Aleksandr Mikhailov
Founder, Astra Trainer
Updated
8 min read

Aerospace has a structural characteristic that almost no other engineering sector shares, and it drives most of its workforce behaviour.

The timescale problem

A commercial aircraft programme takes years to design and certify, then produces aircraft for decades, and those aircraft fly for decades more.

The consequence is that the engineers who made the original decisions retire long before the consequences of those decisions stop mattering.

Someone has to answer, thirty years later, why a structure was designed that way. The person who knew is not there, and the reasoning was frequently never written down in a form anyone can use.

Four practical effects.

Design rationale is the thing that gets lost. Drawings, analysis and certification documents survive. Why a particular margin was chosen, what alternative was rejected and for what reason, generally does not.

Modifications are harder than they look. Changing something on an in-service aircraft requires understanding the original justification, because the change has to be shown not to invalidate it.

Knowledge transfer has to be deliberate. In a sector where the gap between decision and consequence is measured in decades, informal transmission is not sufficient.

Legacy skills persist longer than expected. Older analysis methods, older materials, older systems remain relevant because the fleet is still flying.

The attraction barrier the sector reports about itself

The most useful figure available about this domain, and one the industry itself produced.

The World Economic Forum's Future of Jobs Report 2025 found that 42 percent of automotive and aerospace employers name difficulty attracting talent to the industry as a barrier to transformation, compared with 37 percent of employers elsewhere.

That is a sector saying, about itself, that it is harder to attract people to than industry generally.

Alongside it, the US Bureau of Labor Statistics projects aerospace engineer employment growing about 6 percent between 2024 and 2034, roughly 4,500 openings a year, which is about double the average occupation and a modest absolute number.

Read together these say something specific: the constraint is not the size of demand, it is the flow of people willing to enter and stay. That makes internal development and conversion from adjacent sectors more important here than headline growth would suggest.

What the direction covers

The scope: aerodynamics, aircraft structures, propulsion, flight mechanics and aircraft design.

Four areas.

Aerodynamics. Lift, drag, flow behaviour, and the computational and experimental methods used to predict them.

Structures. Loads, stress, fatigue, damage tolerance and the weight discipline that governs every decision.

Flight mechanics and stability. How an aircraft behaves, and how control surfaces and systems make it behave as required.

Aircraft design and integration. Configuration, systems integration, and the trade-offs between performance, weight, cost, manufacturability and certifiability.

Where this sits in the domain

Aeronautical engineering is the first of nine directions in Astra Trainer's space, aerospace and new mobility domain, which runs through astronautics, rocketry and propulsion, satellite engineering, avionics and navigation, aviation operations, automotive and electric vehicles, future mobility and the space economy.

It pairs closely with advanced materials, where composite materials and metallurgy cover the structures side, and with robotics and autonomous systems for control and autonomy. Partners in aerospace manufacturing usually scope across all three, because the structures and certification layers sit in different domains from the aircraft itself. Lessons are five minutes, which suits engineers on programme deadlines. You can see the nine directions here.

Certification is the engineering, not a stage after it

The single thing that most distinguishes aerospace from general mechanical engineering, and the part that catches out people arriving from other sectors.

In many industries, design happens and compliance follows. In aerospace, certification requirements shape the design from the beginning.

Requirements come from regulation. Airworthiness requirements specify what must be demonstrated, and they inform architecture, redundancy and margins before any detailed design exists.

Everything must be shown, not asserted. Compliance is demonstrated through analysis, test or similarity to something previously approved, and the means of compliance is agreed in advance.

Traceability is structural. Every requirement traces to a means of compliance and to evidence. This is not documentation overhead, it is the product.

Change is expensive by design. A modification may invalidate previous evidence, which is why apparently small changes carry large costs.

An engineer who understands this designs differently from one who does not, and the difference shows up in how much rework a programme carries.

The roles, named

Stress and structural analysis engineers. A large population and a persistent shortage, particularly people who can handle fatigue and damage tolerance.

Aerodynamicists. Computational and experimental.

Loads and flight physics engineers.

Systems engineers. Requirements, architecture and integration across disciplines.

Certification engineers and airworthiness specialists. Managing the compliance programme. Scarce and central.

Design engineers in structures, mechanical systems and installations.

Manufacturing engineers for aerospace production, where tolerance, traceability and process control are unusually demanding.

Test engineers. Ground and flight test, instrumentation and data analysis.

Who can be trained into it

Automotive engineers. The largest adjacent pool, and the WEF figure treats the two sectors together for good reason. Structural analysis, systems integration, validation discipline and volume manufacturing all transfer. What they need is the certification framework and the weight discipline.

Mechanical engineers from any regulated sector. Nuclear, rail, pressure equipment. The compliance mindset transfers and is the hardest part to instil.

Energy engineers, particularly from wind. Rotor aerodynamics, fatigue-driven structural design and composite structures are directly relevant, and wind is one of the few sectors that thinks about fatigue the way aerospace does.

Aerospace manufacturing staff. Already work to aerospace tolerances and traceability, and are rarely offered routes into engineering roles despite understanding the production reality that designers frequently do not.

Military technical personnel. Maintenance, avionics and engineering trades, arriving with airworthiness culture already embedded.

Analysts and computational engineers. Into simulation and analysis roles, needing the physical and certification layers.

Airworthiness is a legal regime. Aircraft design, production, maintenance and modification are governed by airworthiness regulation, and design organisation approval, production organisation approval, certifying staff licences and maintenance approvals are legal requirements held by organisations and individuals under regulatory oversight. Training builds engineering understanding and supports people working toward those routes. It does not confer any approval, licence or authority to certify design, production or maintenance.

What to take from this

Programmes outlive careers, so design rationale is the asset that gets lost and knowledge transfer has to be deliberate rather than informal.

The sector reports its own attraction problem at 42 percent against 37 percent elsewhere, which makes conversion and retention more important than the growth rate implies.

Certification shapes design from the first week. An engineer who does not understand that generates rework.

Automotive engineers are the largest adjacent pool, and wind energy engineers are the most underrated because fatigue and composite structures transfer directly.

And your aerospace manufacturing staff already work to the tolerances and traceability the sector requires, which is the part nobody can teach quickly.

Frequently asked questions
What is structurally different about aerospace engineering?

The timescale. Programmes run for decades and aircraft fly for decades more, so the engineers who made original decisions are gone before the consequences stop mattering, and design rationale is what gets lost.

Is aerospace hiring growing?

Modestly. US aerospace engineer employment is projected to grow about 6 percent to 2034, roughly 4,500 openings a year. The bigger issue is that 42 percent of aerospace and automotive employers name talent attraction as a barrier, against 37 percent elsewhere.

Why does certification matter so much to design?

Because airworthiness requirements shape architecture, redundancy and margins from the beginning, everything must be demonstrated rather than asserted, and changes may invalidate previous evidence.

Who converts into aerospace engineering?

Automotive engineers, mechanical engineers from any regulated sector, and wind energy engineers, whose fatigue and composite structures experience transfers unusually well. Aerospace manufacturing staff are the most overlooked internal route.

Where does this fit in the domain?

First of nine directions in Astra Trainer's space, aerospace and new mobility domain, usually scoped with advanced materials and robotics. You can see them here.

The programme outlasts the people
Nine directions across space, aerospace and new mobility: aeronautical engineering, astronautics and space systems, rocketry and propulsion, satellite engineering, avionics and navigation, aviation operations, automotive and electric vehicles, future mobility, and the space economy. Scoped with your own engineers.
Written by Aleksandr Mikhailov
Founder, Astra Trainer · Published · Updated
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