Production AI Engineer: Build Enterprise Agent Platforms

Covalent Resource Group; Southfield (MI); On-site; USD 140,000 - 200,000; Full time

Job summary

Covalent Resource Group is seeking an AI Engineer to be a core builder on our client’s agentic platform. You will own end-to-end features from prototype to production, integrating with enterprise systems and ensuring reliable AI workflows.

In this role you will write tests, monitor production deployments, and collaborate with senior engineers to improve patterns and scale the platform for real, company-wide use. This is hands-on and production-focused.

Qualifications

• 4–6 years in software engineering with production ownership experience.
• Hands-on experience building with LLMs or AI agents beyond demos.
• Strong fundamentals: testing, version control, debugging, code review.

Responsibilities

• Build agent pipelines and integrations with enterprise systems.
• Ship to production with monitoring, deployment, and controlled release.
• Write tests, contract checks, and evaluation cases for AI outputs.
• Improve patterns by adhering to senior engineers' standards and feedback.
• Grow into harder core platform components and orchestration tasks.

Skills

Software engineering

AI agents

LLMs

Testing and debugging

AWS

Data integration

Production ownership

Tools

Databricks

Agent framework

MCP servers

LLM APIs

Job description

Covalent Resource Group is seeking an AI Engineer to be a core builder on our client’s agentic platform. You will own end-to-end features from prototype to production, integrating with enterprise systems and ensuring reliable AI workflows.

In this role you will write tests, monitor production deployments, and collaborate with senior engineers to improve patterns and scale the platform for real, company-wide use. This is hands-on and production-focused.