Senior Machine Learning Specialist

22 hours ago


Rajkot, Gujarat, India beBeeCybersecurity Full time ₹ 2,00,00,000 - ₹ 2,50,00,000
Machine Learning Lead Position

We are seeking an experienced professional to lead our machine learning efforts. As a key member of our cybersecurity unit, you will be responsible for developing and implementing models that understand, process, and generate insights across a wide range of cybersecurity content.

Key Responsibilities:
  • Fine-Tuning and Domain Adaptation: Develop and implement fine-tuning and domain adaptation techniques using open-source Large Language Models (LLMs) with frameworks like vLLM, HuggingFace, DeepSpeed, and PEFT.
  • Data Pipelines: Design and develop data pipelines to ingest, clean, and structure cybersecurity data, including threat intelligence reports, CVEs, exploits, malware analysis, and configuration files.
  • Taxonomy and Structured Knowledge Representations: Collaborate with cybersecurity analysts to build taxonomy and structured knowledge representations to embed into LLMs.
  • Evaluation Frameworks: Develop and execute evaluation frameworks specific to cybersecurity tasks such as classification, summarization, anomaly detection.
  • Model Development Lifecycle: Own the lifecycle of model development including training, inference optimization, testing, and deployment.
  • Technical Leadership: Provide technical leadership and mentorship to a team of ML engineers and researchers.
  • Staying Current: Stay current with advances in LLM architectures, cybersecurity datasets, and AI-based threat detection.


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