In Sber, an AI Analyst Intern is needed to help create intelligent chatbots and AI agents, integrate them with knowledge bases, and embed AI algorithms into them.
If you are interested in developing AI solutions that work with texts and data, as well as building systems that understand, learn, and help people, we will be happy to see you in the development team for the banking app chat (SMBOL).
A little about the direction: Development and subsequent evolution of a multi-agent system for a unified chat feed.
Responsibilities:
- Development and optimization of prompts for generation, classification, and information extraction
- Testing and implementation of assistants and AI agents based on LLMs
- Conducting experiments with LLMs and evaluating the effectiveness of different approaches
- Collecting data from various sources, creating datasets for analysis and model development, data analysis
- Evaluating model quality, developing metrics, and conducting A/B tests
- Configuring application logging and monitoring
Requirements:
- Knowledge of Python
- Knowledge of the theoretical basis of ML (main tasks and methods, metrics, typical model architectures, etc.) and the NLP domain (tokenizers, vectorizers, transformers, BERT, LLMs, RAG, etc.)
- Experience using ML libraries (pandas, numpy, scikit-learn, langchain, or similar libraries for working with LLMs)
- Experience in developing RAG pipelines is desirable
- Proficiency in SQL using subqueries, window functions, and regular expressions will be a plus
Conditions:
- Comfortable modern office near Kutuzovskaya metro station
- Office-based work format
- Annual salary review, quarterly and annual bonuses
- Corporate gym and recreation areas, over 400 educational programs from SberUniversity for professional and career development
- Adaptation program and supervisor support at the start
- Extended voluntary medical insurance, preferential insurance for family, and corporate pension program
- Flexible mortgage discount equal to 1/3 of the Central Bank's key rate
- Prime subscription with the option to share with three close contacts
- Reward for recommending friends to the Sber team
