Autodesk Applied Scientist Interview Questions

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

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Machine LearningStart here. 4 questions · ~32 min

Tests understanding of attention and transformer architecture at a conceptual level.

Core ML Concepts and ModelsMedium

Evaluates breadth of machine learning fundamentals and model intuition.

transformerslinear regression

Autodesk

MSE vs Logistic RegressionMedium

Evaluates knowledge of loss functions and their alignment with classification objectives.

Autodesk

Regularization for Feature SelectionMedium

Assesses understanding of regularization methods and how to choose them for feature selection.

Regularization

Autodesk

More topics3 questions · ~24 min

Assesses statistical reasoning about model fit metrics and their proper use.

Odds Ratio in Linear RegressionMedium

Tests understanding of regression outputs and the relationship between odds ratios and model types.

linear regression

Autodesk

LLM Project with RAGMedium

Assesses applied experience designing and validating LLM retrieval-augmented generation systems.

project experience

Autodesk

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