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The Machine Learning Engineer II (Contractor) position at Robert Half involves developing and testing speech enhancement algorithms for multi-microphone far-field applications. This long-term contract role requires a blend of technical skills in machine learning, algorithm development, and real-time audio processing, aimed at enhancing product quality and performance in the tech industry.