Applied AI Architect / Engineer. The role, the market signal, and how to build it in your org.
Applies AI models to a customer or business problem. Translates requirements into a technical approach, tests it with the relevant data and tools, and works with the receiving team on integration.
In a workforce of people and AI agents, this role takes shape around the workflows it supports. Define its responsibilities and handoffs, then prepare people to perform that work.
Source snapshot 2026-07-17. Postings do not confirm that a vacancy is still open.
164 postings · 134 distinct titles · from 264,613 real job postings · see the source snapshot →
What the postings ask this role to do
3,078 tasks extracted from real Applied AI Architect / Engineer job descriptions, classified Automate / Augment / Human-only. In this source classification, 0.9% of task statements are automation candidates. The share does not measure working time or demonstrated agent performance.
- Produce progress reporting.
- Identify common integration patterns
- Apply secure coding practices to mitigate vulnerabilities.
- Stay informed of industry technology trends and innovations.
- Identify common integration patterns and contribute insights back to product and engineering teams.
- Help customers develop evaluation frameworks to measure claude's performance for their specific use cases.
- Contribute deployment insights back to product and engineering teams.
- Coordinate internally across multiple teams and stakeholders to drive customer success
- Collaborate with researchers, ai engineers, and product engineers on complex customer projects.
- Drive technological transformation with customers
- Travel to customer sites to build in person with customers.
- Travel to customer sites for workshops, technical deep dives, and relationship building
From the market's version of this role to your version of it
Start with the work, not the org chart.
Define what this role will build, configure, decide and check. Connect that work to an enterprise-specific project and agreed assessment evidence.