What difficulties do you have in Data Analysis?
Applied Scientist Interview Questions
1,167 applied scientist interview questions shared by candidates
What’s your experience with writing production level ML code
Explain Random forest, Transformer, Attention, LSTM cells, etc
What business problem did you solve?
They asked about measuring MSE, writing functions and using packages like NumPy.
ML basics and NLP basic questions
ML metrices, imbalanced datasets, Regularization, Decision trees, pruning, NN questions, Transformers, etc
Explain overfitting underfitting, bias variance
The interviews were very conversational and focused on SotA Transformer architectures and their different use cases. Many questions boiled down to "How would you solve this NLP task that we are working on?"
Discuss ideas for improving the performance of a machine translation system. Followup, how would you decide whether you succeeded?
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