Description
We protect the future: we are creating a cybersecurity system for generative AI at Sber. Our product SOC4AI (Security Operations Center for AI) is a component within the structure of Sberbank's SOC (Security Operations Center), responsible for monitoring, analyzing, and countering cyber threats targeting GenAI models and AI agents.
Responsibilities
You will be responsible for:
- analysis of new incidents, attack and defense methods
- development and creation of working attack examples (PoC) to demonstrate vulnerabilities
- improvement of existing tools for testing models and applications for resilience to new attack methods
- assessment of the security of existing models and applications in the bank and proposing improvements
- participation and speaking at key external and internal IT events.
Requirements
We expect you to:
- have a higher education degree in information security, computer science, applied mathematics, or related fields or equivalent practical experience
- be proficient in Python, writing clean and understandable code
- know English at a sufficient level to read articles on arXiv and have minimal experience reading them (possibly in another field)
- understand the basics of training and fine-tuning processes for modern LLMs/MLLMs, as well as the safety/security challenges of these models and (multi-)agent systems based on them
- possess sufficient knowledge of mathematical statistics and probability theory to conduct experiments with justified conclusions.
Will be a plus:
- participation in competitions on attacks on GenAI models/agents
- experience with PyTorch, transformers, LangChain, smolagents, rigging, TransformerLens or similar libraries
- knowledge of the fundamentals of GenAI security and the ability to navigate basic documents such as OWASP Top 10 for LLM, MITRE
- experience presenting your work results to a wide audience
- ability to interpret research results as business outcomes
- 2+ years of relevant work experience, including experience in an academic environment.
Conditions
We offer:
- comfortable modern office near Akademicheskaya metro station
- office-based work format
- annual salary review, annual bonus
- corporate gym and recreation areas
- more than 400 educational programs from SberUniversity for professional and career development
- onboarding program and manager's assistance at the start
- 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 from partner companies
- referral bonus for recommending friends to join the Sber team.
