ML/AIWork

AI career pillar

Platform & Ops jobs

Run AI reliably and affordably at scale.

Platform & Ops is the discipline of running AI in production: MLOps and platform engineering, model and LLM reliability, inference and serving systems, agent platforms, data and training operations, cost and FinOps, and the hardware and edge layers underneath. These roles keep models fast, available and economical once they leave the lab.

Market snapshot

4,623
open Platform & Ops roles
21%
remote-friendly
$144,000 – $232,050
median salary / yr
2,964
list a salary

Top employers hiring: Deloitte (667), Apple (159), Amazon Web Services (113), Amazon.com (97), PwC (94), Google (64)

n=2,964 · Apr 2018 – Jun 2026 · as of 2026-06-11 · v2026.06 · methodology ↗

Specializations in Platform & Ops

Latest Platform & Ops jobs

Top skills for Platform & Ops

Platform & Ops by country