Large Language Model Fine-Tuner

6 days ago


Singapore beBeeArtificial Full time
Job Title:

A seasoned expert in artificial intelligence is sought after to spearhead large language model fine-tuning, leveraging user configuration data and software schema.

  • Responsibilities:
  • Fine-tune and adapt large language models for domain-specific configuration assistance
  • Design, test, and optimize prompt strategies for varied scenarios, personas, and workflows
  • Implement semantic retrieval with vector databases (e.g., FAISS) and graph databases (e.g., Neo4j)
  • Combine embedding search with graph reasoning for richer context in large language model outputs
  • Optimize retrieval for both latency and relevance
Requirements:
  • 3+ years of experience in data science, machine learning, or natural language processing with hands-on large language model fine-tuning expertise
  • Proven skills in prompt engineering and retrieval-augmented generation pipeline development
  • Experience with vector database and graph database integration
  • Hands-on experience with model quantization and optimization
  • Proficiency in Python (Hugging Face Transformers, PyTorch) and SQL relational data modeling
  • Strong grasp of MLOps principles for production deployment


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