LLM Model Developer
Core
Fine-tunes Large Language Models with emphasis on instruction fine-tuning and domain adaptation to enhance model relevance and performance in specific contexts.
Role type
Senior IC LLM Model Developer
Builds
Production ML models for cloud-based AI applications
Domain
Artificial Intelligence / Large Language Models
Deliverable
production ML models
Required skills
Large Language Models (LLMs), Python, Java, Machine Learning, Retrieval-Augmented Generation (RAG), Agentic RAG, prompt engineering, context engineering, vector databases, embedding strategies, model evaluation, dataset preprocessing
Preferred skills
Azure Cloud Services (Azure OpenAI, Azure AI Search), AI/ML frameworks (Spring AI, LangChain, LangGraph, LlamaIndex, Agno, Pydantic, TensorFlow), natural language processing techniques
Technologies
Python, Java, Azure OpenAI, Azure AI Search, Spring AI, LangChain, LangGraph, LlamaIndex, Agno, Pydantic, TensorFlow, vector databases
Responsibilities
Lead efforts to optimize model fine-tuning processes to improve efficiency and accuracy; Mentor junior team members to support their professional growth; Coordinate cross-functional communication to align project goals and deliverables; Drive innovation by researching and integrating new techniques in language model adaptation; Evaluate model output and optimization; Analyze and preprocess large datasets to enhance model training quality
Seniority
Senior, hands-on IC with team leadership