Advanced Language Model Specialist

1 week ago

Bengaluru, Karnataka, India beBeeArtificialIntelligence Full time ₹ 2,00,00,000 - ₹ 2,50,00,000

Job Overview:

We are seeking an expert in large language models to drive the development of AI solutions for Personally Identifiable Information detection in a vast data ecosystem.

The ideal candidate will design and implement AI solutions using cutting-edge technologies like Ray, llama.cpp, ollama, vLLM, and PyTorch, deploying them on cloud and on-premises infrastructure for efficient operation. They will also develop generative AI agents that leverage data schemas and metadata to improve PII detection accuracy.

This role requires strong collaboration with data engineering, security, and compliance teams to ensure AI models meet business requirements and align with industry regulations (GDPR, CCPA, PCI DSS, etc.).

Key Responsibilities:

  • Design, train, fine-tune, and optimize local LLMs or other NLP models for PII detection across diverse data types (documents, databases, knowledge graphs, code, and other knowledge-sharing formats).
  • Develop generative AI agents (on Autogen/Langgraph) for schema- and metadata-based PII detection to enhance identification of sensitive data.
  • Work with cutting-edge AI frameworks (Ray, llama.cpp, ollama, vLLM, PyTorch) to deploy and scale models efficiently in a distributed environment.
  • Implement and optimize AI/ML solutions on cloud and on-premise infrastructure, ensuring high performance and reliability.
  • Collaborate with data engineering, security, and compliance teams to align AI solutions with business needs and regulatory requirements.
  • Lead a small team of AI engineers, providing mentorship, code reviews, and technical guidance to drive project success.
  • Maintain and monitor model performance, retraining models on a quarterly or monthly basis to handle 50+ PB of evolving data and to improve accuracy over time.
  • Ensure AI models follow best practices and compliance standards, adhering to security requirements and regulations (GDPR, CCPA, PCI DSS, etc.).

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