AI/ML Engineer
Core
Building and maintaining Retrieval-Augmented Generation (RAG) pipelines and integrating Large Language Models (LLMs) into applications to support data retrieval and system integration.
Role type
Senior AI/ML Engineer (RAG & LLM integration)
Builds
Production RAG pipelines and LLM-integrated applications
Domain
Artificial Intelligence / Machine Learning / Data Engineering
Deliverable
production ML models
Required skills
RAG pipeline development, LLM integration via APIs, REST API design, Postgres schema design, Python, data/AI libraries
Preferred skills
Docker containerization, vector databases, AWS, data transformation
Technologies
Python, Postgres, LLMs, REST APIs, Docker, AWS, vector databases
Responsibilities
Implement and maintain RAG pipelines including document processing and embedding generation; Integrate LLMs into applications using APIs and frameworks; Develop and maintain REST API interactions for data retrieval; Design or refine Postgres schemas for data organization and query performance
Seniority
Senior, hands-on IC
