AI Solution Architect. The role, the market signal, and how to build it in your org.
Designs the AI system around the model, orchestration, retrieval, evals, guardrails, security boundary, observability. YouTube's JD frames it as 'bypass traditional dev cycles via AI-assisted development and low-code solutions.' The engineering peer to the Vibecoder: same toolchain, very different accountability, Architect owns durability + safety, Vibecoder owns speed + iteration.
112 postings · 74 distinct titles · from 260,470 real job postings · see the live data →
What the postings ask this role to do
2,016 tasks extracted from real AI Solution Architect job descriptions, classified Automate / Augment / Human-only. Only 1.9% can be fully automated: companies are hiring this role for the judgment, not the keystrokes.
- Monitor model bias.
- Maintain crm hygiene
- Monitor model drift.
- Keep documentation current
- Track opportunity progress
- Develop innovative solutions to complex problems.
- Build end-to-end genai applications such as agents, copilots, or rag pipelines.
- Design and shape enterprise-scale data & ai architectures for sap clients, ensuring alignment with business goals and transformation programs.
- Conduct code reviews.
- Create reusable assets.
- Mentor team members.
- Supervise team members.
- Support pre-sales activities by pitching and shaping sap data & ai solutions.
- Lead delivery workstreams for enterprise reporting and analytics in large sap s/4hana transformations.
- Collaborate with clients, ecosystem partners, and diverse teams to solve challenges and drive successful outcomes.
From the market's version of this role to your version of it
Compose your org's AI Solution Architect job description
Start from the tasks real postings ask for, keep the ones that match your operation, add what is specific to you. The tasks carry their AI classification, so the JD you take away already says what AI runs and what stays with people.
Start with the work, not the org chart.
Run the audit on one operation and see what this role would own first.