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Description and Requirements
Responsibilities:
1. Responsible for the architectural security review of AI products.
2. Participate in the preparation of architectural design security requirements, architectural design specifications and supporting audit methods and CheckLists for AI products.
3. Research and apply the latest large language model fine-tuning technology to improve model performance, especially in assisting threat analysis and security architecture design.
4. Explore and integrate RAG principles and related technologies to enhance the knowledge acquisition ability of the model and ensure the accuracy and completeness of information.
5. Develop and optimize AI Agent-based content processing processes to support complex information security tasks.
6. Work closely with team members to solve technical problems encountered during development and ensure the security of product architecture and solutions.
7. Follow the latest research progress in artificial intelligence and information security and apply it to products.
Qualifications:
1. Familiar with SDL processes and DevSecOps best practices.
2. Bachelor's degree or above in computer science, information security or related fields.
3. deep understanding of the basic principles of deep neural networks, including convolutional neural networks (CNN), recurrent neural networks (RNN), etc.
4. Master the fine-tuning technology of large language models and be able to adjust model parameters according to application scenarios to optimize performance.
5. Familiar with the principles of retrieval augmented generation (RAG) and understand how to apply it to mainstream AI applications.
6. Have research experience in content processing processes such as LangChain and Agent.
7. Master at least one of the PyTorch or TensorFlow frameworks, and have practical model training and fine-tuning experience is preferred.
8. Have good programming skills and algorithm foundation, and be familiar with the Python programming language.
9. Good communication skills and teamwork spirit.
10. Candidates with good English reading and writing skills are preferred.
Additional Locations:
* China - Beijing - 北京（Beijing）