Top 16
Prep plan
Updated weekly · Last refresh Nov 6

Adobe Applied Scientist Interview Questions

The questions to prepare for a Adobe Applied Scientist interview. Questions from real interview reports rank first. Updated daily.

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1
Machine LearningStart here. 4 questions · ~42 min
Vision Transformer Positional EmbeddingsHard

Implement a controlled image classification comparison showing how ViTs encode position while CNNs obtain positional information through convolutional l...

model selectionmodel architectureDeep LearningAdobe
Training Stability in Generative ModelsHard

Diagnose mode collapse and training instability in large-scale generative models using architectural, optimization, and evaluation techniques.

Deep Learningmodel trainingoptimizationAdobe
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2
System Design5 questions · ~53 min
In-Product AI Image Editing FeatureHard

Design an AI image editor that masks exact local regions and reliably follows natural-language editing instructions.

designml inferencefailure modesAdobe
Automated Multimodal Data CurationHard

Design a scalable pipeline that ingests, deduplicates, filters, and captions video-text training data.

data ingestionml inferencefailure modesAdobe
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3
Behavioral & Leadership3 questions · ~32 min
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4
More topics4 questions · ~42 min
Visual Bounding Box PreprocessingHard
Practice

Transform per-frame bounding boxes into cropped, resized coordinates in one linear pass.

bounding boxesArray ManipulationAlgorithmsAdobe
Balancing Imbalanced Multi-Label DataHard
Practice

Compute inverse-frequency image weights and select a balanced mini-batch from multi-label image data.

data pipelinedata preparationData ManipulationAdobe
Evaluation of Instruction ComplianceMedium

Assesses evaluation methods for safety and instruction following.

MetricsAdobe
SQL for Multi-Modal MetricsHard
Practice

Join asset and user logs to calculate daily and rolling three-day engagement by asset and modality.

Date FunctionsJoinssql queriesAdobe

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Hands-on SQL practiceWrite and run real queries in the editor. 1 drill · ~10 min
The finish line: interview-readyComplete all 16 questions plus 1 hands-on drill to finish this plan.