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Applied Machine Learning Engineer

Adobe

About this role

Job title: Applied Machine Learning Engineer

About the Role We are seeking an Applied Machine Learning Engineer to design and deliver intelligent typographic features across Adobe's creative products. You will own the modeling lifecycle end-to-end, applying advanced modeling to layout, generative styling, and design intelligence, and collaborating with engineers to integrate models into hybrid product architectures.

What You'll Do

  • Model typographic layout, styling, and generative workflows; convert research ideas into reproducible implementations and product features.
  • Build and maintain end-to-end training pipelines including data ingestion, feature engineering, training, validation, and artifact management.
  • Perform model debugging and error analysis (ablation studies, failure analysis, metric design) and tune hyperparameters for performance and robustness.

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