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Unless it's for something specialized (CV, machine learning, etc.) then an advanced degree doesn't seem likely to help, career-wise. For personal growth, sure. But it probably won't open much up or affect your pay.

I've done almost all of my learning either on the job, or through extracurricular reading (e.g., lots of conference proceedings, and textbooks on interesting subjects). If you read just one paper a week, that's 500 papers in a decade, and you'll have a good grounding in large swathes of CS (or at least you'll know where to go for ideas on hard problems). Two papers a week and you will be wise beyond human measure.

I dropped out of college 40 years ago and the lack of a degree has never been a problem. It's getting that first job that's probably the biggest hurdle; after 4-5 years, few companies will care. And if they care, you may not want to work there.



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