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The Big Data Engineer role at Randstad US involves writing ETL processes, designing database systems, and developing tools for both real-time and offline analytic processing. The position requires troubleshooting software for data consistency, integrating large-scale data from various sources, and translating business specifications into actionable code. The engineer will also lead solution development phases, educate junior engineers, and ensure high-quality data analysis and software implementation.