
Chief Machine Learning Engineer for Cybersecurity
22 hours ago
AI/ML Lead
Job Summary:We seek an experienced AI/ML lead to join our cybersecurity team. The successful candidate will have a strong background in machine learning and a practical understanding of the cybersecurity domain.
Key Responsibilities:- Develop data pipelines to ingest, clean, and structure cybersecurity data, including threat intelligence reports, CVEs, exploits, malware analysis, and configuration files.
- Fine-tune and domain adapt open-source Large Language Models (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 the lifecycle of model development, including training, inference optimization, testing, and deployment.
- 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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