Senior GenAI Engineer: Enterprise LLM & RAG Architect

Cloud Analytics Technologies, LLC; Minneapolis (MN); On-site; USD 85,000 - 121,000; Full time

Job summary

Cloud Analytics Technologies, LLC in Minneapolis, MN seeks a Lead Software Engineer specializing in Generative AI. You will design enterprise GenAI and Agentic AI solutions, build LLM apps on Vertex AI, and deploy RAG pipelines. The role covers OCR-based document processing, embeddings, and API-backed microservices.

The ideal candidate has hands-on GenAI experience, LLM fine-tuning, and proficiency with Docker and cloud platforms (GCP/AWS/Azure). 9-month engagement with flexible tooling.

Qualifications

• Hands-on experience with Generative AI, LLMs, and RAG.
• Experience with Google Vertex AI and Document AI.
• Experience with LLM fine-tuning and deployment.
• Hands-on with Agentic AI frameworks such as LangGraph, Google ADK, or CrewAI.
• Knowledge of vector databases, embeddings, and RAG architecture.
• Experience with OCR, document extraction, and structured data generation.

Responsibilities

• Design and implement enterprise-grade Generative AI and Agentic AI solutions.
• Develop and deploy LLM-based applications using Vertex AI and other LLM platforms.
• Build and optimize RAG pipelines using embeddings and vector databases.
• Implement LLM fine-tuning and prompt engineering techniques.
• Develop document processing solutions using Google Document AI, OCR, information extraction, and structured output generation.
• Build AI agents using frameworks such as LangGraph, Google ADK, and CrewAI.
• Work with OpenAI APIs, open-source LLMs, and commercial LLM platforms.
• Apply machine learning techniques, including supervised and unsupervised learning, reinforcement learning, deep learning, and NLP.
• Develop backend services and APIs using Python, FastAPI, Flask, and REST APIs.
• Deploy and manage AI applications using Docker and cloud platforms such as GCP, AWS, and Azure.

Skills

Python

Generative AI

LLMs

NLP

Machine Learning

Prompt engineering

RAG architectures

Vector embeddings

OCR

Document processing

Tools

Vertex AI

Document AI

LangGraph

Google ADK

CrewAI

OpenAI APIs

Docker

Flask

FastAPI

Streamlit

REST APIs

GCP/AWS/Azure

Job description

Cloud Analytics Technologies, LLC in Minneapolis, MN seeks a Lead Software Engineer specializing in Generative AI. You will design enterprise GenAI and Agentic AI solutions, build LLM apps on Vertex AI, and deploy RAG pipelines. The role covers OCR-based document processing, embeddings, and API-backed microservices.

The ideal candidate has hands-on GenAI experience, LLM fine-tuning, and proficiency with Docker and cloud platforms (GCP/AWS/Azure). 9-month engagement with flexible tooling.