Do certifications like Cloud Solution Architect (Associate or Pro) help in getting interview calls for AWS positions at Amazon or elsewhere if you have no cloud experience?

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Associate, maybe; pro, most likely
Won’t substitute for actually knowledge once in the interview, though

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Not really. LPs matter more along with general technical aptitude

If you are not getting reached out then they would definitely help..

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