LLM Engineer

1 week ago


Karachi, Sindh, Pakistan Matech Consulting & Outsourcing Full time
Job Description:

We seek an experienced LLM Engineer to train, fine-tune, and deploy large language models (LLMs).

Responsibilities:
  1. Develop and fine-tune large-scale LLMs using GPT, LLaMA, BERT, T5, etc.
  2. Optimize model performance using quantization, pruning, LoRA, and distillation.
  3. Implement retrieval-augmented generation (RAG) and vector search solutions (FAISS, Pinecone).
  4. Deploy models using TorchServe, Triton, and Hugging Face Inference Endpoints.
  5. Ensure efficient MLOps practices, including monitoring and versioning.
Requirements:
  1. 4+ years in NLP, deep learning, and LLM training.
  2. Degree in Computer Science, Machine Learning, or a related field.
  3. Proficiency in Python, PyTorch, TensorFlow, or JAX.
  4. Experience with distributed training (Ray, DeepSpeed, FSDP).
  5. Strong knowledge of ML frameworks, vector databases, and MLOps tools.
Preferred Qualifications:
  1. Experience with multi-modal models (text + image/audio).
  2. Understanding secure AI deployment in regulated industries.
  3. 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.

Apply Now

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