About this role
Adobe is seeking Applied Scientists to develop AI innovations by designing, training, post-training, and rigorously evaluating multimodal architectures (with emphasis on image and video editing), owning applied research from problem formulation through prototype implementation and validation, and building evaluation pipelines covering model quality, robustness, safety, latency, and scalability.
Skills for this role
Multimodal architecturesImage editingVideo editingVision encodersCross-modal attentionModality projectorsTransformer modelsDiffusion modelsPythonPyTorchModel trainingModel evaluationData preparationTraining data curationData samplingData filteringData deduplicationSynthetic data generationQuality measurementRobustness testingModel safetyLatency optimizationScalabilityFailure analysisAblation studiesSupervised fine-tuningPreference optimizationReinforcement learningAlignmentLarge-scale distributed training