What is Real-Time Systems and how common is it in AI job postings?

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.

Which companies are hiring for Real-Time Systems?

The top employers with active AI roles mentioning Real-Time Systems are: Amazon (113), NVIDIA (42), Anduril (41), Adobe (24), OpenAI (15).

Is demand for Real-Time Systems growing?

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.

At which stage of AI development is Real-Time Systems used?

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.

What skills are commonly paired with Real-Time Systems?

Job postings that mention Real-Time Systems most often also require: Machine Learning, Python, Distributed Systems, Software Engineering, Production ML Systems.

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Real-Time Systems

671 active AI roles across 132 companies mention Real-Time Systems. Category: Infrastructure & Systems.

Demand trend

New AI postings mentioning Real-Time Systems per week — 417 total over 12 weeks.

Function

All Engineering · 591 Research · 53 Product · 29

Status

All Active only

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AI score Recently posted Company A–Z

673 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Amazon	Machine Learning Engineer II, Sponsored Products Search Sourcing, Amazon Advertising	Big Tech	7	L3
NVIDIA	Lead Algorithm Engineer, Map-Perception Fusion	Semiconductors	7	L4
GE Healthcare	Principal Engineer - Physical AI for XRay	Healthcare	7	L4
Anduril	Robotics Software Engineer, Behaviors	Defense	7	L4
Pinterest	Staff Machine Learning Engineer, Ads Conversion	Consumer	7	L6
Unity	Senior Backend Engineer, ML Inference Systems	Enterprise	7	L3
Unity	Développeur(se) Backend Sénior, Systèmes d’inférence ML / Senior Backend Engineer, ML Inference Systems	Enterprise	7	L3
DeepL	Senior Solution Architect - Voice	AI Frontier	7	L6
Amazon	Principal Software Engineer, RBS - Tech	Big Tech	7	L4
PayPal	Lead Product Manager – Risk Decisioning Platform	Fintech	7	L3
Amazon	Software Development Engineer, Advertising	Big Tech	7	L6
JPMorgan Chase	Quantitative Trading & Research - Mid-Frequency Trading Strategies - Vice President / Executive Director	Banking	7	L4
Celonis	Senior Value Engineer, Consumer Packaged Goods (CPG)	Data AI	7	L4
Amazon	Sr. Software Development Engineer, Defensive Security	Big Tech	7	L4
ClickUp	Senior AI Engineer, Voice Platform	Enterprise	7	L2
Unity	Développeuse ou développeur côté serveur (backend) Staff — Systèmes d’inférence ML / Staff Backend Engineer, ML Inference Systems	Enterprise	7	L3
Amazon	Software Development Engineer, ML Systems Integration, Machine Learning Israel (MLIL) — Integration Validation	Big Tech	7	L3
Walmart	(USA) Principal, Software Engineer	Retail	7	L4
Pinterest	Staff Machine Learning Engineer, Programmatic Ads	Consumer	7	L4
Together AI	Staff Platform Engineer, Voice AI	Data AI	7	L3
Anduril	Mission Operations Product Manager, Group 5 Mission Autonomy	Defense	7	L4
Anduril	Mission Operations Product Manager, Group 5 Mission Autonomy	Defense	7	L4
Walmart	Group Director, Product Management - Last Mile Optimization & AI	Retail	7	L4
Amazon	Software Development Engineer, Ads Campaign Management	Big Tech	7	L4
Apple	Machine Learning Engineer	Big Tech	7	L6
Apple	Machine Learning Engineer - iCloud Anti-Abuse	Big Tech	7	L3
Amazon	Senior Analytics Solutions Architect	Big Tech	7	L4
Sourcegraph	Engineering Manager - Code Plane [M3]	Enterprise	7	L4
Instacart	Engineering Manager, Software	Consumer	7	L4
Adobe	Software Development Engineer 5, Enterprise GenAI	Enterprise	7	L4

Frequently asked questions

What is Real-Time Systems and how common is it in AI job postings?
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.
Which companies are hiring for Real-Time Systems?
The top employers with active AI roles mentioning Real-Time Systems are: Amazon (113), NVIDIA (42), Anduril (41), Adobe (24), OpenAI (15).
Is demand for Real-Time Systems growing?
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.
At which stage of AI development is Real-Time Systems used?
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.
What skills are commonly paired with Real-Time Systems?
Job postings that mention Real-Time Systems most often also require: Machine Learning, Python, Distributed Systems, Software Engineering, Production ML Systems.

Real-Time Systems

Top employers

Often paired with

Demand trend

Frequently asked questions

Demand trend

Real-Time Systems

Top employers

Often paired with

Frequently asked questions