AI and Machine Learning Leader for Advanced Language Models

5 days ago

Gulbarga, Karnataka, India beBeeCybersecurity Full time ₹ 1,50,00,000 - ₹ 2,00,00,000
Job Description:

We are seeking a seasoned AI and machine learning leader to spearhead the development of advanced language models.

This position requires a strong background in machine learning, with a minimum of 5 years of experience in training and fine-tuning large language models (LLMs). The ideal candidate will have expertise in frameworks like vLLM, HuggingFace Transformers, LoRA/QLoRA, and distributed training techniques.

The successful candidate will lead a team of ML engineers and collaborate closely with cybersecurity SMEs, data engineers, and DevOps to ensure delivery of scalable, performant, and security-aware AI systems. Key responsibilities include:

  • Fine-tuning and domain adaptation of open-source LLMs using frameworks like vLLM, HuggingFace, DeepSpeed, and PEFT techniques.
  • Developing data pipelines to ingest, clean, and structure cybersecurity data, including threat intelligence reports, CVEs, exploits, malware analysis, and configuration files.
  • Collaborating with cybersecurity analysts to build taxonomy and structured knowledge representations to embed into LLMs.
  • Driving the design and execution of evaluation frameworks specific to cybersecurity tasks (e.g., classification, summarization, anomaly detection).
  • Overseeing the lifecycle of model development, including training, inference optimization, testing, and deployment.
  • Providing technical leadership and mentorship to a team of ML engineers and researchers.
  • Staying current with advances in LLM 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 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.
  • Demonstrated ability to lead projects and collaborate across interdisciplinary teams.
  • Excellent problem-solving skills and strong written & verbal communication.
Nice to Have Qualifications:
  • 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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