Machine Learning / AI

What reranker was used?

What is STL decomposition?

What are data contracts?

How do Squeeze-and-Excitation blocks work?

Junior — Senior

ВТБGenStackАТОМ

Why is Python called single-threaded?

What inference accelerations are achieved?

How is the RAG architecture organized?

What is BOHB?

Senior

ВТБАТОМ

When does deep learning outperform GBDT on tabular data?

What tasks does Deepgram solve and what are its API features?

What is table extraction and what models are there (TableNet, TATR)?

Middle — Senior

SelectelАТОМ

What is Faiss and how is it structured?

What is RPN in Faster R-CNN?

Middle — Senior

OZONАТОМ

What techniques increase the accuracy of small LLMs (Llama 3 8B, Mistral 7B) on complex tasks?

How is the message history search performed?

What is occupancy and how can it be optimized?

Senior

ОстровокАТОМ

What is target encoding for categorical features over time and how to avoid leakage?

Middle — Senior

ЦианАТОМ

What is do-calculus Pearl?

Have you used full-text search?

What is positional encoding in a transformer?