AI Platform Engineer. The role, the market signal, and how to build it in your org.
Builds the shared platform every other AI builder builds on: model serving, orchestration infrastructure, evals, guardrails as a service. Posted by 39 companies in the corpus, the clearest sign that enterprise AI is becoming a platform discipline rather than a series of projects.
67 postings · 53 distinct titles · from 264,613 real job postings · see the live data →
What the postings ask this role to do
1,396 tasks extracted from real AI Platform Engineer job descriptions, classified Automate / Augment / Human-only. Only 0.9% can be fully automated: companies are hiring this role for the judgment, not the keystrokes.
- Monitor model drift.
- Monitor token usage.
- Monitor gpu utilization.
- Report risks of all types.
- Monitor risks of all types.
- Build and operate distributed systems in production.
- Maintain system stability while deploying cutting-edge ai features.
- Collaborate with ml engineers and researchers to productionize ai capabilities.
- Evaluate, prototype, and integrate the latest advancements in ai and agentic systems as they emerge.
- Design and implement distributed systems that power ai agents processing thousands of requests per hour.
- Own the technical roadmap for the ai platform.
- Partner closely with product engineering teams, pms, and design to launch cutting-edge ai products.
- Lead technical initiatives across engineering teams.
- Make pragmatic trade-offs between ideal solutions and shipped solutions.
- Collaborate cross-functionally with product, platform, and research teams to translate customer needs into reliable and performant systems.
From the market's version of this role to your version of it
Compose your org's AI Platform Engineer 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.