Machine Learning Strategist

1 day ago

Madurai, Tamil Nadu, India beBeeExpertise Full time ₹ 1,50,00,000 - ₹ 2,00,00,000
Lead Machine Learning Expert

We are seeking a seasoned machine learning expert to spearhead the development and implementation of cutting-edge AI models. This role involves leading a team of ML engineers and collaborating closely with cybersecurity experts to create scalable, performant, and security-aware AI systems.

Key Responsibilities:

  • Develop and fine-tune open-source large language models using frameworks like vLLM, HuggingFace, DeepSpeed, and PEFT techniques.
  • Create 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 large language models.
  • Design and execute evaluation frameworks specific to cybersecurity tasks (e.g., classification, summarization, anomaly detection).
  • Own the lifecycle of model development 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 large language model architectures, cybersecurity datasets, and AI-based threat detection.

Required Skills and Qualifications:

  • 5+ years of experience in machine learning, with at least 2 years focused on large language model 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, machine learning libraries (PyTorch, Transformers), and MLOps practices.
  • Familiarity with prompt engineering, RAG (Retrieval-Augmented Generation), and vector stores like FAISS or Weaviate.
  • Demonstrated ability to lead projects and collaborate across interdisciplinary teams.
  • Excellent problem-solving skills and strong written & verbal communication.

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.

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