安全大模型算法专家 - 安全与风控
Core
Build and secure large model information security systems, identifying and mitigating novel risks while deploying models for training, inference, and deployment.
Role type
Senior IC large model algorithm expert (security & risk control)
Builds
Secure large model applications and security products for training, inference, and deployment stages
Domain
AI/ML security and risk control
Deliverable
production ML models
Required skills
Python/C/C++, large model theory, data construction, SFT, RL, model tuning, training frameworks, code analysis, vulnerability detection, automated attack analysis
Preferred skills
NLP or risk control algorithms, leading large model security projects, top conference papers, open source contributions, vulnerability mining
Technologies
SFT, RL, model distillation, training frameworks, code models
Responsibilities
Research model solutions for security applications, integrate large model tech for security tasks (code analysis, vulnerability detection), build data pipelines and post-training models, deploy robust model services, collaborate cross-functionally
Seniority
Senior, hands-on IC