
Cybersecurity AI Innovator
1 week ago
At the forefront of AI innovation, we're seeking a seasoned Machine Learning expert to spearhead our global cybersecurity initiatives. Based in Chennai, you'll drive the development and implementation of models that understand, process, and generate insights across various cybersecurity content.
About the Role:- Fine-tune open-source Large Language Models (LLMs) using frameworks like vLLM, HuggingFace, DeepSpeed, and PEFT techniques.
- Develop data pipelines to ingest, clean, and structure cybersecurity data, including threat intelligence reports, CVEs, exploits, malware analysis, and configuration files.
- Collaborate with cybersecurity analysts to build taxonomy and structured knowledge representations to embed into LLMs.
- Design and execute evaluation frameworks specific to cybersecurity tasks (e.g., classification, summarization, anomaly detection).
- Oversight of model development lifecycle including training, inference optimization, testing, and deployment.
- Provide technical leadership and mentorship to a team of ML engineers and researchers.
- Stay current with advances in LLM architectures, cybersecurity datasets, and AI-based threat detection.
We require excellent problem-solving skills and strong written & verbal communication for this position.
Key Requirements:- At least 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—ideally 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.
- Familiarity with prompt engineering, RAG (Retrieval-Augmented Generation), and vector stores like FAISS or Weaviate.
This is an exciting opportunity to lead cutting-edge AI projects and work closely with cybersecurity experts. If you have a passion for machine learning and cybersecurity, please apply now
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