LLM Full Stack Engineer
Core
Design and develop AI/ML and Generative AI solutions, specifically building and deploying applications leveraging Large Language Models (LLMs) and end-to-end pipelines.
Role type
Senior IC LLM Full Stack Engineer
Builds
AI/ML and Generative AI applications, end-to-end pipelines, and integrated AI services
Domain
Artificial Intelligence / Large Language Models / Generative AI
Deliverable
production ML models | product features
Required skills
Python, PyTorch or TensorFlow, LangChain or LlamaIndex, NLP concepts, transformer-based models, REST APIs, microservices, vector databases, Git
Preferred skills
OpenAI or open-source LLM APIs, RAG architectures, model fine-tuning and evaluation, AWS or GCP, Docker
Technologies
Python, PyTorch, TensorFlow, LangChain, LlamaIndex, Pinecone, FAISS, Weaviate, OpenAI, Llama, Mistral, AWS, GCP, Docker
Responsibilities
Design and develop AI/ML and Generative AI solutions using Python; Build and deploy applications leveraging Large Language Models (LLMs); Develop end-to-end pipelines including data ingestion, preprocessing, model integration, and deployment; Implement prompt engineering and fine-tuning strategies for LLMs; Integrate AI services into web/mobile/backend applications via APIs; Optimize models and pipelines for performance, latency, and cost
Seniority
Senior, hands-on IC