671 active AI roles across 132 companies mention Real-Time Systems. Category: Infrastructure & Systems.
New AI postings mentioning Real-Time Systems per week — 417 total over 12 weeks.
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.
42 AI roles requiring this skill.
| Company | Title | Sector | AI score | Stage |
|---|---|---|---|---|
| Lyft | Senior Data Scientist - Optimization, Central Market Management & AI | Consumer | 7 | L3 |
| Roblox | Senior Product Manager, AI Content & Communications Safety | Consumer | 7 | L4 |
| Uber | Staff Software Engineer | Consumer | 7 | L4 |
| Lyft | Senior ML Software Engineer, Mapping | Consumer | 7 | L6 |
| Lyft | Applied Scientist- Pricing, Dynamic Pricing & Offer Selection | Consumer | 7 | L4 |
| Lyft | Applied Scientist- Pricing, Dynamic Pricing & Offer Selection | Consumer | 7 | L4 |
| Uber | Senior Software Engineer | Consumer | 7 | L3 |
| DoorDash | Machine Learning Engineer, Marketplace Optimization | Consumer | 7 | L6 |
| Roblox | Senior Engineering Manager - Risk & Fraud | Consumer | 7 | L4 |
| Uber | Senior Software Engineer, Uber AI Solutions | Consumer | 7 | L0 |
| Roblox | [2026] Senior Machine Learning Engineer, Engine Optimization - PhD Early Career | Consumer | 7 | L3 |
| Whatnot | Software Engineer, Fraud | Consumer | 7 | L4 |