LLM Engineer (Large Language Model Specialist)

LLM Engineer (Large Language Model Specialist)

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Posted 1 year ago

Job Type

Job Location

Job Timings

Full Time

Karsaz Road, Karachi

12pm to 9pm

Job Description:
We seek an experienced LLM Engineer to train, fine-tune, and deploy large language models (LLMs).
Responsibilities:
  • Develop and fine-tune large-scale LLMs using GPT, LLaMA, BERT, T5, etc.
  • Optimize model performance using 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.
  • Ensure efficient MLOps practices, including monitoring and versioning.
Requirements:
  • 4+ years in NLP, deep learning, and LLM training.
  • Degree in Computer Science, Machine Learning, or a related field.
  • Proficiency in Python, PyTorch, TensorFlow, or JAX.
  • Experience with distributed training (Ray, DeepSpeed, FSDP).
  • Strong knowledge of ML frameworks, vector databases, and MLOps tools.
Preferred Qualifications:
  • Experience with multi-modal models (text + image/audio).
  • Understanding secure AI deployment in regulated industries.
  • Contributions to open-source LLM projects.
Tech Stack:
LLM Training: Hugging Face, OpenAI, DeepSpeed, LoRA ML Frameworks: PyTorch, TensorFlow, JAX Vector Search: FAISS, Pinecone, Weaviate Deployment: MLflow, Kubernetes, Docker
Why Join Us?
Work on cutting-edge LLM research & applications.