Senior Applied Machine Learning Engineer
Core
Design and deliver intelligent typographic features for Adobe's creative products, automating complex layout and styling to simplify workflows for millions of users.
Role type
Senior Applied Machine Learning Engineer (Production Systems)
Builds
Production ML systems for layout, generative styling, and design intelligence within Adobe's creative software.
Domain
Creative software / Typography / Generative AI
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, end-to-end modeling lifecycle ownership, model debugging and hyperparameter tuning, data pipeline construction, model serving infrastructure, software engineering fundamentals (testing, CI/CD), generative model prototyping (diffusion, GANs, transformers), reinforcement learning.
Preferred skills
Computer vision (segmentation, OpenCV, Detectron2, SAM, YOLO), model optimization (quantization, distillation, pruning), recommendation systems, ranking, NLP.
Technologies
PyTorch, TensorFlow, OpenCV, Detectron2, SAM, YOLO
Responsibilities
Model typographic layout and generative workflows; build and maintain end-to-end training pipelines; perform model debugging and error analysis; optimize training and inference for latency and cost; productionize models and implement monitoring; collaborate on integrating modeling solutions into client and server architectures; write production-quality code and automation.
Seniority
Senior, hands-on IC
