New AI postings mentioning Real-Time Systems per week — 417 total over 12 weeks.
671 active AI roles across 132 companies mention Real-Time Systems. Category: Infrastructure & Systems.
Real-Time Systems is a skill in the "Infrastructure & Systems" category. It currently appears in 671 active AI roles across 132 companies in our index.
The top employers with active AI roles mentioning Real-Time Systems are: Amazon (113), NVIDIA (42), Anduril (41), Adobe (24), OpenAI (15).
Over the last 12 weeks, 417 new AI postings mentioned Real-Time Systems. Demand is rising — up 122% in the last four weeks compared to the earliest four weeks in the window.
Roles requiring Real-Time Systems are concentrated in: agents (46%), serving infrastructure (25%), application (16%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
Job postings that mention Real-Time Systems most often also require: Machine Learning, Python, Distributed Systems, Software Engineering, Production ML Systems.
9 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Walmart | Principal, Data Architect | Retail | 8 | L4 |
| Walmart | Distinguished, Data Scientist | Retail | 8 | L4 |
| Walmart | (USA) Principal, Software Engineer | Retail | 7 | L4 |
| Walmart | Group Director, Product Management - Last Mile Optimization & AI | Retail | 7 | L4 |
| Walmart | Principal, Software Engineer - Backend | Retail | 7 | L4 |
| Walmart | Staff, Data Scientist | Retail | 7 | L4 |
| Walmart | (USA) Distinguished, Software Engineer | Retail | 7 | L4 |
| Walmart | Staff, Software Engineer - Backend / ML | Retail | 7 | L3 |
| Walmart | (USA) Senior Manager, Data Engineering | Retail | 7 | L4 |