Engineering
AI Integration Engineer
Making AI outputs actionable inside existing workflows
Connects AI capabilities to existing enterprise systems — CRM, ERP, data warehouses, internal tools. The engineer companies need when they have good AI but it is not talking to anything. Specializes in APIs, webhooks, event-driven architectures.
What this role covers
System integration — Connecting AI outputs to CRM, ERP, data warehouses, internal tools
API & webhook design — Reliable event-driven architectures that act on AI results
Human-in-the-loop — Where and how humans intervene, approve, or override
Workflow automation — Replacing manual steps with AI-driven decisions that actually execute
Data contracts — Ensuring AI outputs are structured, typed, and safe to act on
When you need this role
Mid-market and enterprise with existing tech stacks
"We bought an AI tool. It doesn't talk to Salesforce. The output doesn't go anywhere. Nothing changed operationally."
Ops-heavy businesses: logistics, insurance, healthcare
"We have AI generating recommendations but nobody acts on them because it's not in the system they work in. The last mile is broken."