Description du poste
We are seeking a highly skilled and motivated
LLM Engineer to join our AI team. In this role, you will work on the development, fine-tuning, optimization, and deployment of large language models (LLMs) to solve real-world problems across a variety of domains. You’ll be part of a team that builds intelligent systems using cutting-edge NLP and deep learning technologies.
Responsibilities
Design, develop, and fine-tune large language models (e.g., GPT, LLaMA, Mistral) for internal and client-facing applications.
Implement scalable training and inference pipelines on the cloud or distributed infrastructure.
Customize and optimize LLMs using techniques like LoRA, quantization, and distillation.
Build evaluation frameworks to measure model performance, accuracy, and safety.
Collaborate with data scientists, ML engineers, and product managers to integrate LLMs into products.
Stay up to date with the latest advancements in LLM research and apply relevant findings.
Ensure model reliability, security, fairness, and alignment with ethical standards.
Requirements
Must-Have:
Strong experience with LLMs (e.g., GPT, PaLM, Claude, Falcon, LLaMA).
Proficiency in Python and ML frameworks like PyTorch, Hugging Face Transformers, or TensorFlow.
Experience with model fine-tuning, prompt engineering, and evaluation.
Familiarity with modern ML infrastructure (e.g., GPUs, TPUs, distributed training).
Solid understanding of NLP fundamentals and transformer architectures.
Experience with MLOps tools (e.g., Weights & Biases, MLflow, Airflow).
Bachelor's or Master's in Computer Science, AI, or related field (PhD is a plus).
Nice-to-Have
Experience working with vector databases (e.g., Pinecone, FAISS, Weaviate).
Familiarity with RAG (Retrieval-Augmented Generation) systems.
Understanding of data privacy, model alignment, and ethical AI practices.
Experience contributing to open-source LLM projects.
Benefits
Competitive salary and stock options
Flexible remote work policy
Learning and development budget
Health, dental, and vision insurance
Opportunity to work on cutting-edge AI technologies with world-class talent
To Apply
Please submit your resume highlighting your relevant experience and passion for education content to hr@qataloog.com
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