Humor me with a tangent: I think we should go back to design doing the stress work, for the most part, with some graybeards in stress and their anointed apprentices providing guidance and verification. AFAIK we really don't have the tech tools to do that efficiently, though, and nobody wants to invest the time. Design software needs access to all of the loads, temps, material properties from mil handbook, knockdowns, everything needs to be versioned and traceable, it needs to let you choose from a large catalog of analysis methods with good FEA as a fallback, show you the updated MS and critical load cases in realtime, always move your analysis nodes with the model as you edit it, export 3D models into the stress reports that remain live when the part/loads change so it changes in the next version of the report, etc. You mentioned git elsewhere. It would be so much better to validate stress report updates by viewing a diff. I could go on. Plenty to disrupt in this market, but the incentives aren't there for more than slow incremental change. I think only somebody who's willing to sink the money and open source the result has a chance at creating a revolution in how we design airplanes.
We were mentored by greybeards who worked on the B-47 and 747, and sometimes would still use a slide rule. I received quite a wonderful education from those guys.
I was the first flight controls engineer, that I could tell, who stole time on a PDP-11 to much more efficiently do my work beyond what was practical with a calculator. (I was called on the carpet for that, the manager of the computer center wanted me censured for it, but my boss's boss's boss went to bat for me and told him to fork off.)
It means somebody left out a load or a constraint, or messed up the material properties, which is all another way of saying the math model is wrong.
So when a part doesn't look right but seems to pass the math, be very suspicious of the math! :-)
(wikipedia does not have any other info, so I assumed you went to computer industry pretty much immediately after your aerospace eng degree...)
I'm always amazed that for a few hundred bucks I can fly halfway around the world in a jetliner. Anyhow, you might be amused by this incident between me and the stress guy, when I was called over to visit them:
SG: We're concerned about the parts you're designing.
WB: Um, yes?
SG: Your parts are coming in at barely 1% stronger than the Ultimate Load.
WB: So they meet the requirement. What's the problem?
SG: How did you design them?
WB: I started with the load requirement, worked backwards to size the part, and rounded up the tolerances.
SG: We don't like that. We like to see 10% over.
WB: So, you want the parts to be overweight?
SG: No, we just feel better about stronger parts.
WB: But my parts meet the requirements at minimum weight. If you'd like stronger, heavier parts, you guys need to change the requirements.
SG: !@#$%^&*(
Hope you guys aren't still mad at me :-)