Expert Cybersecurity Machine Learning Lead

7 days ago

Solapur, Maharashtra, India beBeeMachineLearning Full time ₹ 25,00,000 - ₹ 35,00,000

We are seeking an experienced Artificial Intelligence and Machine Learning expert with a strong background in fine-tuning and domain adaptation of Large Language Models.

About the Role
  • Lead the development and implementation of large-scale machine learning models using cutting-edge frameworks like vLLM, HuggingFace, DeepSpeed, and PEFT techniques.
  • Design and implement data pipelines to ingest, clean, and structure cybersecurity data from various sources including threat intelligence reports, CVEs, exploits, malware analysis, and configuration files.
  • Collaborate with cybersecurity analysts to build knowledge representations and taxonomies to embed into LLMs, enhancing their effectiveness in real-world scenarios.
  • Drive the design and execution of evaluation frameworks for cybersecurity tasks such as classification, summarization, anomaly detection, and more.
  • Own the lifecycle of model development, training, inference optimization, testing, and deployment, ensuring seamless integration with existing systems.
  • Provide technical leadership and mentorship to a team of ML engineers and researchers, promoting innovation and excellence in AI and cybersecurity.
  • Maintain up-to-date expertise in the latest advancements in LLM architectures, cybersecurity datasets, and AI-based threat detection methodologies.

The ideal candidate will have at least 5 years of experience in machine learning, with a minimum of 2 years focused on LLM training or fine-tuning. Proficiency in Python, ML libraries (PyTorch, Transformers), and MLOps practices is essential.

Nice to Have:

  • Experience deploying models via vLLM in production environments with FastAPI or similar APIs.
  • Knowledge of cloud-based ML training (AWS/GCP/Azure) and GPU infrastructure.
  • Background in reverse engineering, malware analysis, red teaming, or threat hunting.
  • Publications, open-source contributions, or technical blogs in the intersection of AI and cybersecurity.

Requirements

Required Skills and Qualifications:

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