
Cybersecurity Language Model Specialist
14 hours ago
As a seasoned professional in the field of large language models, we seek an experienced individual to lead our development and implementation efforts for cybersecurity content processing.
- Main Responsibilities:
- Design and implement data pipelines to efficiently ingest, clean, and structure vast amounts of cybersecurity data.
- Collaborate with a team of analysts to develop taxonomy and structured knowledge representations that drive informed decision-making.
- Evaluate and refine evaluation frameworks for various cybersecurity tasks to ensure optimal performance.
- Own the model lifecycle, providing technical leadership and staying current with advances in LLM architectures.
- Advocate for responsible AI use and model robustness to ensure maximum impact.
- At least 5 years of experience in machine learning, with at least 2 years focused on LLM training or fine-tuning.
- Demonstrated expertise in working with vLLM, HuggingFace Transformers, and distributed training techniques to drive efficiency.
- Proven track record of working with complex cybersecurity data sets.
- Proficiency in Python, ML libraries, and MLOps practices to streamline operations.
- Familiarity with prompt engineering, RAG, and vector stores like FAISS or Weaviate to enhance capabilities.
- Demonstrated ability to lead projects and collaborate across interdisciplinary teams to drive results.
- Excellent problem-solving skills and strong written and verbal communication to effectively convey ideas.
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