Machine Learning / AI

Is there experience in improving inference or training frameworks for LLM?

Senior

Контур

How do the invoke, stream, and batch methods differ in LangChain/LangGraph?

Explain the differences between the dependency inversion principle and dependency injection in software development.

Senior

X5 tech

Tell about yourself, your experience, and key projects (especially about the corporate GPT system at [company]).

Explain why a two-tower network helps solve the first level ceiling problem — how exactly does it do that?

Senior

ivi

Classification task with strong class imbalance: which metrics are good, which are bad?

Middle

СБЕР

Don't you have some fixed salary part? Do you always receive the same salary?

How did you validate LoRA fine-tuning?

Calculate the average work experience for each salary category

Middle

СБЕР

Within the company (1C:Rarus), was there no opportunity to stay, grow, and develop in other areas?

L2 regularization in XGBoost — which coefficients does it impose restrictions on?

Middle

МТС

What is Kafka?

Middle

СБЕР

Tell us about your first job: what tasks and projects did you work on, what tools did you use?

If we do not use an explicit formula, how do we solve the linear regression problem?

Middle+

Avito

How do you feel about business trips to the production site?

Middle

Норникель

If several offers come in, what will be the criteria for choosing?

How to build a quality question and answer pool for system evaluation?

Middle

СБЕР

What vulnerabilities exist in multi-agent LLM systems?

How do you interpret the coefficients in linear regression?

How do you keep your knowledge up-to-date in a rapidly changing technological environment?