Production AI Engineer: Build & Deploy Agent Tools

Medium; Dallas (TX); On-site; USD 100,000 - 130,000; Full time

Job summary

Medium is seeking a hands-on AI Engineer to develop features for their platform, including agent harnesses and reliability assessments. This role involves building tools, collaborating on data processing tasks, and optimizing internal workflows.

Candidates should have at least 3 years of Python experience and be familiar with LLM applications. This role values practical experience highly over formal education.

Qualifications

• 3+ years of Python development experience.
• 1+ years of hands-on work with LLMs in production.
• Experience designing evaluation frameworks required.

Responsibilities

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

Skills

Professional Python experience

Hands-on experience with LLMs

Knowledge of LangChain/LangGraph

Experience with observability tools

Fluency with Git and Docker

Clear written communication

Education

Equivalent practical experience

Tools

Amazon CloudWatch

MLflow

OpenTelemetry

Job description

Medium is seeking a hands-on AI Engineer to develop features for their platform, including agent harnesses and reliability assessments. This role involves building tools, collaborating on data processing tasks, and optimizing internal workflows.

Candidates should have at least 3 years of Python experience and be familiar with LLM applications. This role values practical experience highly over formal education.