Production AI Engineer: Build & Deploy Agent Tools

Medium; Raleigh (IN); On-site; USD 100,000 - 130,000; Full time

Job summary

Medium, located in Raleigh, Indiana, is seeking a hands-on AI Engineer to develop and maintain an internal agent platform that automates analyst workflows. The ideal candidate will have substantial experience in Python and LLMs, developing reliable and efficient systems used by real teams.

You will work with technologies such as LangChain and Snowflake, requiring strong collaborative skills and a focus on problem-solving. No specific degree is needed, as relevant experience will be considered.

Qualifications

• 3+ years of professional Python experience.
• 1+ years of practical experience with LLMs.
• Experience with LLM observability tools.
• Experience designing evaluation frameworks.
• Fluency in Git and modern API frameworks.

Responsibilities

• Build agent harnesses using LangChain and Python.
• Implement guardrails for tool execution.
• Collaborate with data engineers on Snowflake programs.

Skills

Python

LLMs

LangChain/LangGraph

Git

Docker

SQL

Tools

Amazon CloudWatch

MLflow

Job description

Medium, located in Raleigh, Indiana, is seeking a hands-on AI Engineer to develop and maintain an internal agent platform that automates analyst workflows. The ideal candidate will have substantial experience in Python and LLMs, developing reliable and efficient systems used by real teams.

You will work with technologies such as LangChain and Snowflake, requiring strong collaborative skills and a focus on problem-solving. No specific degree is needed, as relevant experience will be considered.