Director, Data Science - Gen AI-based content generation and experience enablement
仕事内容
Lead a high-impact data science team focused on multimodal, generative AI for content creation and media understanding across images, video, 3D assets, and motion graphics.
Develop scalable models for AI-generated visuals, virtual spaces, augmented reality showrooms, real-time try-on, and shoppable media features.
Collaborate with product, engineering, design, and business teams to translate model capabilities into compelling, scalable user experiences.
Define evaluation frameworks and experimentation pipelines to balance realism, accuracy, latency, and downstream usability across real-world conditions.
Own the scientific strategy and influence broader product and platform roadmaps; design hybrid architectures leveraging proprietary development and open-source tools plus third-party APIs.
Lead external research engagements and vendor partnerships while ensuring quality, scalability, and alignment with standards.
Develop scalable models for AI-generated visuals, virtual spaces, augmented reality showrooms, real-time try-on, and shoppable media features.
Collaborate with product, engineering, design, and business teams to translate model capabilities into compelling, scalable user experiences.
Define evaluation frameworks and experimentation pipelines to balance realism, accuracy, latency, and downstream usability across real-world conditions.
Own the scientific strategy and influence broader product and platform roadmaps; design hybrid architectures leveraging proprietary development and open-source tools plus third-party APIs.
Lead external research engagements and vendor partnerships while ensuring quality, scalability, and alignment with standards.
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