Large Language Model Engineer

1 day ago


Karachi, Sindh, Pakistan beBee Careers Full time
Job Description:

We are seeking an experienced Large Language Model Engineer to develop and deploy cutting-edge natural language processing models.

Key Responsibilities:

  • Design, train, and fine-tune large-scale deep learning models using GPT, LLaMA, BERT, T5, etc.
  • Optimize model performance through techniques such as quantization, pruning, LoRA, and distillation.
  • Implement retrieval-augmented generation (RAG) and vector search solutions (FAISS, Pinecone).
  • Deploy models using TorchServe, Triton, and Hugging Face Inference Endpoints.
  • Maintain efficient MLOps practices, including monitoring and versioning.
Requirements:

To be successful in this role, you will need:

  1. 4+ years of experience in NLP, deep learning, and model training.
  2. A degree in Computer Science, Machine Learning, or a related field.
  3. Proficiency in Python, PyTorch, TensorFlow, or JAX.
  4. Experience with distributed training using Ray, DeepSpeed, FSDP.
  5. Strong knowledge of ML frameworks, vector databases, and MLOps tools.
Preferred Qualifications:

The following qualifications would be beneficial:

  • Experience with multi-modal models (text + image/audio).
  • Understanding of secure AI deployment in regulated industries.
  • Contributions to open-source NLP projects.
Tech Stack:

The ideal candidate will have experience with the following technologies:

LLM Training: Hugging Face, OpenAI, DeepSpeed, LoRA

ML Frameworks: PyTorch, TensorFlow, JAX

Vector Search: FAISS, Pinecone, Weaviate

Deployment: MLflow, Kubernetes, Docker


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