I've built very sophisticated C# applications that simplify complex lighting algorithms to allow users to simply control the light timing in an automated fruit sorting machine. Unfortunately as these applications were used by business customers it seems I don't tick that "consumer facing" box despite over a decade of experience building C# UIs.
I also wouldn't assume that anyone is overqualified. They seemed rather particular about who they wanted to hire. (Although, given the current market, a C# job opening staying open for a long time says a lot.)
Normally I wouldn't care, but it sticks in my memory and has soured me on applying again, because I don't know how I could get any closer to what they're asking for without literally working the job they have posted. It makes me think perhaps the posting is not accurate or complete in some way.
I was hired for a similar role with a better salary within a few months, so I don't think it was something fundamentally wrong with my application or resume. Though, granted, the market was different then. Maybe I somehow totally biffed the three or four questions they asked.
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