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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671 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Cognition	Software Engineer	Coding AI	9	L4
Microsoft	Principal Researcher - Agentic AI - Microsoft Research AI Frontiers	Big Tech	9	L4
Microsoft	Senior Researcher - Agentic AI - Microsoft Research AI Frontiers	Big Tech	9	L4
NVIDIA	Machine Learning Applications and Compiler Engineer, LPX - New College Grad 2026	Semiconductors	9	L3
Amazon	Senior Applied Scientist, Navigation	Big Tech	9	L4
Harvey	Staff Software Engineer, Agents	AI Frontier	9	L4
Harvey	Staff Software Engineer, Agents	AI Frontier	9	L4
Harvey	Software Engineer, Agents	AI Frontier	9	L4
Databricks	Principal Research Scientist - AI Scaling & Optimization	Data AI	9	L2
Waabi	Distillation Lead	Robotics	9	L2
Amazon	Software Development Engineer, Neuron Collectives, Annapurna Labs	Big Tech	9	L0
Intel	Senior AI Software Architect - Runtime	Semiconductors	9	L3
Intel	AI Algorithm Research Intern – Neuromorphic Computing	Semiconductors	9	L0
Capital One	Applied Researcher II (AI Foundations, LLM Core and Agentic AI)	Banking	9	L1
Databricks	Principal Research Scientist – Scaling	Data AI	9	L2
Skydio	Autonomy Engineer Intern - Deep Learning (Computational Photography)	Defense	9	L2
NVIDIA	Senior DL Software Engineer, Model Optimization and Edge Deployment - Autonomous Vehicles	Semiconductors	9	L3
xAI	Member of Technical Staff - Multimodal Understanding	AI Frontier	9	L2
Perplexity	Member of Technical Staff (AI Inference Engineer)	AI Frontier	9	L3
Harvey	Senior Software Engineer, Agents	AI Frontier	9	L4
Hightouch	Lead Product Manager, Agentic Personalization	Data AI	9	L4
NVIDIA	Senior HPC and AI Network Software Architect	Semiconductors	9	L3
NVIDIA	Principal Perception Engineer, Obstacle Foundation Models - Autonomous Vehicles	Semiconductors	9	L4
NVIDIA	Senior Deep Learning Software Engineer, TensorRT Performance	Semiconductors	9	L3
NVIDIA	Senior Systems Software Engineer - Deep Learning Solutions	Semiconductors	9	L3
NVIDIA	Deep Learning Senior Engineer, End-To-End Autonomous Driving	Semiconductors	9	L2
Adobe	Senior Staff Applied Scientist - AI/ML	Enterprise	9	L2
Amazon	Senior Applied Scientist, New Initiatives	Big Tech	9	L4
NVIDIA	Principal Engineer, Autonomous Vehicles and Physical AI Solutions	Semiconductors	9	L4
Microsoft	Senior Principal Researcher - Microsoft Research AI Frontiers	Big Tech	9	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