Advanced Model Developer

3 days ago

Vizag, Andhra Pradesh, India beBeeMachine Full time ₹ 30,00,000 - ₹ 50,00,000
Senior Machine Learning Expert

At a leading technology firm, we are seeking a highly skilled Senior Machine Learning Expert to spearhead the development and implementation of cutting-edge machine learning models.

Key Responsibilities:

  • Fine-tune and adapt Large Language Models (LLMs) such as LLaMA 3 using frameworks like vLLM, HuggingFace, DeepSpeed, and PEFT techniques.
  • Design and execute data pipelines for ingesting, cleaning, and structuring cybersecurity data.
  • Collaborate with analysts to build taxonomy and structured knowledge representations for embedding into LLMs.
  • Drive the design and execution of evaluation frameworks for cybersecurity tasks such as classification, summarization, and 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.

Required 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, 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.

Preferred Skills:

  • Experience with cloud-based services such as AWS Sagemaker or Google Cloud AI Platform.
  • Knowledge of containerization tools like Docker and Kubernetes.
  • Understanding of DevOps principles and practices.

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