Senior AI Engineer (Python) - Production LLM Systems

Amdaris Group; United States; Remote; USD 150,000 - 200,000; Full time

Job summary

Amdaris is seeking a Senior AI Engineer to join our production AI systems. You will drive development of two core services—Conversation Brain and Ambient ORA—bridging research outputs to production-grade services and deploying across Azure and AWS.

You will work at the intersection of product engineering and AI science, designing agentic workflows, evaluating LLM performance, and ensuring robust CI/CD pipelines in a dynamic environment.

Qualifications

• Strong Python development skills (FastAPI) and hands-on experience with agentic and LLM frameworks (CrewAI, LangGraph, LangChain).
• Production experience with LLMs, including prompt engineering, model evaluation, and operationalizing research outputs into production services (Azure OpenAI, Google Vertex AI).
• Practical experience with Azure services (Container Apps, Service Bus, Key Vault, Blob Storage) and familiarity with AWS.

Responsibilities

• Design, develop, and optimize AI-driven content generation workflows.
• Contribute directly to our codebases, building and maintaining agentic workflows using Python (FastAPI, CrewAI, LangGraph, LangChain) and Go where needed.
• Build and maintain agentic workflows using CrewAI, LangGraph, and LangChain.
• Ensure code quality through unit and integration tests written as part of the development workflow, in line with our shift-left approach where developers own test creation.
• Operationalize AI models in collaboration with the AI R&D.
• Implement LLM observability and evaluation using Langfuse, OpenLit, and New Relic.
• Design and run LLM evaluation benchmarks and regression detection.
• Integrate and manage resources across Azure (Container Apps, Service Bus, Blob Storage) and AWS.
• Ensure robust CI/CD pipelines and contribute to SDLC best practices.
• Package, deploy, and scale applications using Docker; Kubernetes experience is a plus.

Skills

Python

FastAPI

CrewAI

LangGraph

LangChain

LLM production

CI/CD

Docker

Kubernetes

DevOps

Azure

AWS

Unit testing

English fluency

Tools

Langfuse

OpenLit

New Relic

Azure

AWS

Google Vertex AI

Job description

Amdaris is seeking a Senior AI Engineer to join our production AI systems. You will drive development of two core services—Conversation Brain and Ambient ORA—bridging research outputs to production-grade services and deploying across Azure and AWS.

You will work at the intersection of product engineering and AI science, designing agentic workflows, evaluating LLM performance, and ensuring robust CI/CD pipelines in a dynamic environment.