Machine Learning / AI

What are the features of OCR for Russian (letters Ё, etc.)?

What is diffusion-based super resolution?

What risks does AutoML pose in terms of interpretability?

Middle — Senior

Альфа-Банкнетология

Were the data anonymized?

What are Informer and Autoformer?

What features are used in speech models (MFCC, mel-spectrogram)?

What is Aequitas / Fairlearn?

Senior

VK CloudБилайннетология

What is ELBO and why is it maximized?

Senior

SoftInterMobБилайннетология

What is document length normalization?

Senior

нетологияСамокат

What is a parent-document retriever and why is it needed?

What is an LLM-agent? How does it differ from a prompt-chain pipeline?

Middle — Senior

ВектраЛабснетологияОстровок

How does 3D Gaussian Splatting differ from NeRF?

Senior

OZONДатаКорпнетология

What roles were in the team?

How do you approach solving an SQL problem?

What is norm collapse in embeddings and how to detect it?

Middle — Senior

Avitoнетология

What is change point detection?

What are window functions in SQL and what are they used for?

Middle

Домкликнетология

How to count unique pairs of values in SQL when user_id and device_id are repeated?

How are tasks distributed within the team?

How to write a query using CTE in SQL?