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"Doing well in university courses" - I think less than 20% of prospective employers have ever even asked about my GPA. And it only matters less as you get further from your degree.

"Side projects" - Yeah, these are useful if they're good.

"Contributing to open source" - Yeah, also good, only useful for people in a few fields though.

"Doing a practical internship/working on a company project" - This should've been #1.

"Certification programs" - In software? Nobody cares about your certifications.

"Work as an RA with a prof" - Useful if you're interested in academia, government, government contracting, or corporate R&D.

"Competitions" - Eh, what the post said, pretty much.

"Extra-curricular activities" - Marginally useful if field-relevant or if they're particularly cool/unusual. Otherwise nobody cares.

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