Adobe·Machine Learning Engineer

Adobe Machine Learning Engineer interview experience

IIPosted Oct 2025 · Candidate report, summarized by Dataford

My first real round was an end-to-end design question based on image and text coming from document-like data.

I had to propose a complete pipeline aimed at predicting aspect ratio from the inputs, and the interviewer expected me to lay out how I’d structure the approach from start to finish.

The round leaned heavily on how to think through data, modeling, and the overall system rather than just throwing out buzzwords. Even though it was a single design prompt, it felt like a full exercise in taking an ambiguous ML problem and turning it into something coherent and buildable.

By the time I finished, I felt like I’d demonstrated how I reason through multimodal tasks, and it left me thinking about how

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