Production AI Engineer: Build & Deploy Agent Tools

Medium; Minneapolis (MN); On-site; USD 100,000 - 130,000; Full time

Job summary

Medium is looking for a hands-on AI Engineer who will develop agent harnesses on their platform. Responsibilities include prototyping, shipping, monitoring, and iterating on features used by real teams.

The candidate should have significant experience in Python and working with LLMs, along with the ability to collaborate effectively within a team environment. This is an impactful role aimed at innovating processes behind loyalty programs on an internal agent platform.

Qualifications

• 3+ years of professional Python experience.
• 1+ years of hands-on LLM work in production.
• Experience with LangChain/LangGraph or similar frameworks.

Responsibilities

• Build agent harnesses in Python using LangChain.
• Implement tool execution guardrails and validation.
• Collaborate with data engineers on retrieval patterns.

Skills

Python

LLM operations

LangChain/LangGraph

LLM observability tools

SQL

Git

Docker

API frameworks

Education

Practical experience in technology

Tools

Amazon CloudWatch

MLflow

DeepEval

Job description

Medium is looking for a hands-on AI Engineer who will develop agent harnesses on their platform. Responsibilities include prototyping, shipping, monitoring, and iterating on features used by real teams.

The candidate should have significant experience in Python and working with LLMs, along with the ability to collaborate effectively within a team environment. This is an impactful role aimed at innovating processes behind loyalty programs on an internal agent platform.