Production AI Engineer: Build & Deploy Agent Tools

Medium; Indianapolis (IN); On-site; USD 110,000 - 140,000; Full time

Job summary

Medium is seeking a hands-on AI Engineer based in Indianapolis, Indiana. In this role, you will build agent harnesses and tools used in LLM integrations, ensuring reliability and performance in production environments.

The ideal candidate will have extensive experience in Python and LLMs, alongside strong problem-solving skills and knowledge of observability tools. A bachelor’s degree is not required, valuing equivalent practical experience.

Qualifications

• 3+ years of professional Python, building and operating services.
• 1+ years of hands-on work with LLMs in production.
• Experience designing evaluation frameworks.

Responsibilities

• Build agent harnesses in Python using LangChain and LangGraph.
• Write tools and skills agents use like API integrations.
• Own what you ship: prototype, deploy, monitor, and fix.

Skills

Python

LLMs

LangChain/LangGraph

LLM observability tools

Git

Docker

SQL

Education

Equivalent practical experience (bootcamps, self-taught)

Tools

Amazon CloudWatch

MLflow

Job description

Medium is seeking a hands-on AI Engineer based in Indianapolis, Indiana. In this role, you will build agent harnesses and tools used in LLM integrations, ensuring reliability and performance in production environments.

The ideal candidate will have extensive experience in Python and LLMs, alongside strong problem-solving skills and knowledge of observability tools. A bachelor’s degree is not required, valuing equivalent practical experience.