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The Hadoop Administrator role involves managing and supporting multiple clusters in the big data domain, focusing on production support for tier 1 applications and enterprise platforms. The position requires expertise in Hadoop administration, particularly with Cloudera distribution, and proficiency in various tools within the Hadoop ecosystem.