Senior LLM Development Specialist

7 days ago


Karachi, Sindh, Pakistan beBee Careers Full time

**Senior LLM Engineer Wanted**

Job Description

This is a challenging opportunity for a skilled LLM engineer to work on developing, refining, and deploying advanced language models.

Main Responsibilities
  • Design, train, and test large-scale LLMs utilizing innovative approaches like GPT, LLaMA, BERT, T5, etc.
  • Apply techniques for optimizing model performance, including quantization, pruning, LoRA, and distillation.
  • Implement RAG and vector search solutions using FAISS, Pinecone.
  • Deploy models using TorchServe, Triton, Hugging Face Inference Endpoints.
  • Enforce effective MLOps practices, encompassing monitoring and version control.
Necessary Skills
  1. Minimum 4+ years of experience in NLP, deep learning, and LLM training.
  2. Degree in Computer Science, Machine Learning, or a relevant field.
  3. Proficiency in Python, PyTorch, TensorFlow, or JAX programming languages.
  4. Expertise in distributed training using Ray, DeepSpeed, FSDP.
  5. Strong understanding of ML frameworks, vector databases, and MLOps tools.
Desirable Qualifications
  1. Background in multi-modal models integrating text, image, and audio.
  2. Knowledge of secure AI deployment in regulated sectors.
  3. Contributions to open-source LLM projects.
Our Tech Stack

We focus on:

Hugging Face, OpenAI, DeepSpeed, LoRA for LLM training
Maintenance: PyTorch, TensorFlow, JAX
Search Vector: FAISS, Pinecone, Weaviate
Implementation: MLflow, Kubernetes, Docker



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