Description
We create intelligent legal AI agents that help lawyers analyze regulatory acts, judicial practice, and client cases, form legal positions, and automatically generate documents. The system is based on LLM, RAG/GraphRAG, multi-agent pipelines, and integrations with legal knowledge bases.
The Team Lead R&D role involves managing the research direction and bringing prototypes to production solutions.
Responsibilities
- leadership of the R&D direction for the development of legal AI agents
- designing the architecture of multi-agent systems (planner, tools, evaluator, memory)
- researching and implementing approaches for reasoning, RAG/GraphRAG, tool-use, plan-and-solve
- developing prototypes and conducting experiments with LLM (prompting, SFT, LoRA, eval)
- building systems for evaluating the quality of legal answers and reasoning
- working with legal datasets, benchmarks, and validation procedures
- interaction with development, DevOps, and legal experts
- forming the R&D roadmap, task setting, and team mentoring
Requirements
- experience in developing LLM solutions and AI agents (LangChain, LangGraph, crewai or similar)
- understanding of RAG architecture, retrieval, embeddings, knowledge graphs
- experience in building evaluation pipelines and working with datasets
- proficient in Python, experience with ML/DS stack
- experience in technical leadership or managing a research team
- systems thinking and ability to quickly test hypotheses
Will be a plus
- experience in legal tech or working with legal data
- experience in training models (SFT, LoRA, RLHF)
- practice of production LLM deployment (vLLM, TGI, inference optimization)
- experience in building knowledge graphs and GraphRAG
- understanding of legal reasoning (IRAC, legal subsumption)
Conditions
- work format: office during probation, then hybrid is negotiable, office location: 19 Vavilova St.
- annual salary review, 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 discount on mortgage loans, equal to 1/3 of the Central Bank's key rate
- free SberPrime+ subscription, discounts on products from partner companies
- referral bonus for recommending friends to the Sber team.
