
AI Cybersecurity Expert
12 hours ago
Lead AI Cybersecurity Specialist
This role involves leading the development and implementation of Large Language Models (LLMs) for cybersecurity content. You will be responsible for guiding a team of machine learning engineers and collaborating with cybersecurity subject matter experts, data engineers, and DevOps teams to ensure the delivery of scalable, performant, and security-aware AI systems.
Key Responsibilities- Develop and fine-tune open-source LLMs using frameworks like vLLM, HuggingFace, DeepSpeed, and PEFT techniques.
- Collaborate with cybersecurity analysts to build taxonomy and structured knowledge representations to embed into LLMs.
- Drive evaluation frameworks specific to cybersecurity tasks such as classification, summarization, and anomaly detection.
- Own model development including training, inference optimization, testing, and deployment.
- Provide technical leadership and mentorship to a team of ML engineers and researchers.
- 5+ years of experience in machine learning, with at least 2 years focused on LLM training or fine-tuning.
- Strong experience with vLLM, HuggingFace Transformers, LoRA/QLoRA, and distributed training techniques.
- Proven experience working with cybersecurity data including MITRE ATT&CK, CVE/NVD databases, YARA rules, Snort/Suricata rules, STIX/TAXII, or malware datasets.
- Proficiency in Python, ML libraries (PyTorch, Transformers), and MLOps practices.
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