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Job Description
- Lead the end-to-end development of novel machine learning models, incorporating techniques like deep learning, reinforcement learning, and generative artificial intelligence, from concept to production.
- Build and scale end-to-end machine earning pipelines for model training, inference, and integration with high-throughput Ad serving systems.
- Explore, implement, and integrate with generative models for text, image, and video adaptations within Ads.
- Apply deep learning and reinforcement learning to understand asset value and optimize creative composition while developing metrics and algorithms to ensure creative freshness and efficient exploration.
- Contribute to the architecture of centralized services for unifying asset attributes and model-driven insights across different applications, collaborating with infrastructure and serving teams to power creative optimization.