Description
The Center for Practical Artificial Intelligence is engaged in the development and implementation of high-tech AI tools. Tasks are taken from the everyday business practice.
Responsibilities
- development and implementation of LLM agents and advanced RAG systems in the management domain to solve the bank's strategic tasks — from prototypes to production
- solving applied tasks for assessing the quality and completeness of provided documentation/reporting in business domains using AI assistants (RAG pipelines, query classification, answer generation, relevance assessment)
- research and configuration of multi-agent orchestration (LangGraph, LangChain, schema guided reasoning pipelines)
- working with GigaChat as the main model, as well as experiments with ChatGPT, Gemini, Qwen
- fine-tuning of models (instruction-tuning, adapters, LoRA, SFT, LLM-RL)
- development of quality metrics
- interaction with engineers and analysts — implementation of models in real cases.
Requirements
- work experience in DS/ML from 3 years
- deep expertise in NLP/LLM
- confident knowledge of development tools and infrastructure (bash, docker/openshift, git, etc.)
- fundamental knowledge in the field of ML, specialized education
- excellent knowledge of Python and experience in industrial development
- understanding of LLM architecture and prompt engineering principles
- experience in building RAG systems, fine-tuning and additional training of models
- ability to design inference / retraining pipelines
- experience in packaging models into services and interfaces (e.g., FastAPI, Flask, Tornado, StreamLit, ChainLit, etc.)
- experience in integrating LLM with external APIs or knowledge bases.
Conditions
- comfortable modern office in Moscow, near Kutuzovskaya metro station
- office work format (hybrid format possible to discuss after probationary period)
- annual salary review and annual bonus
- corporate gym and relaxation areas
- more than 400 educational programs from SberUniversity for professional and career development
- extended voluntary health insurance, preferential insurance for family and corporate pension program
- flexible mortgage discount equal to 1/3 of the Central Bank's key rate
- free SberPrime+ subscription, discounts on products of partner companies.
