These top companies' main similarity is looking for professionals who demonstrate strong ownership in making critical business impacts and good communication skills during the interview process. You need to have solid verbal and written communication skills to work for MATANG employers.
Regardless of the position, recruiters will know whether you have previous relevant experience. You don't need to have industry experience, but do you have examples of how you could deliver results at scale? It's a good idea to have a couple of real-world, large-scale project examples that demonstrate you have occasion for the job and the technical environment you'll be working in.
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