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The Principal Algorithms Architect at Keen Decision Systems is responsible for developing and innovating algorithms to optimize marketing spend for clients. The role involves creating new solutions, enhancing existing algorithms, and collaborating across teams using advanced mathematical models for marketing decision-making.