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The role builds scalable backend systems and improves speech recognition and synthesis for enterprise voice AI, including in noisy audio. It involves fine-tuning models for customer domains and building evaluation for AI agents. Candidates need 4+ years of production cloud experience and hands-on model training or adaptation.