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by kj4211cash
5 days ago
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This is basically my professional career. I've stayed 5+ years at the same place now and it's gotten to the point where people ask for me to build an optimization before it's even clear they have a problem amenable to optimization. Yay! My work has a good rep. But also I'm called upon entirely too frequently to explain work I did years ago or to answer questions like which constraint "comes first". Honestly it's getting very tiring. I think a switch to a new company would help but I wonder what will happen to the optimization work at my current company after I leave. It's weird that such a useful academic field still feels like black magic to much of corporate America. I guess it's just sophisticated enough. |
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Maybe, though just applying a commercial or open-source off-the-shelf solver is a lot easier than most of what they ask you to figure out in your average programming interview. Probably about as hard as doing some SQL queries, which we even entrust semi-technical people with.
Of course, when your first naive modelling attempt doesn't work (eg can't be solved in any reasonable amount of time), there's a bag of more complicated tricks and some real ingenious engineering you can do; but again, the lower rungs of that aren't all that dissimilar from what your local database guru does when she tells you to add more indices.