大模型算法专家-多模态/代码分析/异常检测
Core
Provide AI technical support for multimodal data scenarios in technical risk domains, including time series, logs, and code, to enable deep adaptation of models in vertical fields.
Role type
Senior IC large language model algorithm expert (multimodal/code analysis/anomaly detection)
Builds
Next-generation intelligent technical risk capabilities for monitoring, emergency response, change management, fund security, and high availability.
Domain
Technical risk management + Large Language Models (LLM) + Multimodal AI
Deliverable
production ML models
Required skills
LLM fine-tuning (CT, SFT, RL), NLP algorithms, Computer Vision (CV) algorithms, Reinforcement Learning (RL), Prompt Engineering, Vector databases, LangChain, Deep learning frameworks (TensorFlow/PyTorch)
Preferred skills
Publications in NLP/CV/ML conferences, proven experience in LLM deployment in vertical domains, leadership in influential LLM projects or papers
Responsibilities
Conduct continued training, supervised fine-tuning, and reinforcement learning for LLMs; Build data engineering pipelines and data flywheels for LLM/Agents; Solve pain points in system architecture characterization, change risk analysis, root cause localization, and multimodal anomaly detection; Explore and implement latest LLM research results for technical risk scenarios.