What is GPU Kernel Development and how common is it in AI job postings?

GPU Kernel Development is a skill in the "Infrastructure & Systems" category. It currently appears in 111 active AI roles across 32 companies in our index.

Which companies are hiring for GPU Kernel Development?

The top employers with active AI roles mentioning GPU Kernel Development are: NVIDIA (25), Amazon (17), ByteDance (8), OpenAI (6), Microsoft (4).

Is demand for GPU Kernel Development growing?

Over the last 12 weeks, 55 new AI postings mentioned GPU Kernel Development. Demand is declining — down 59% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is GPU Kernel Development used?

Roles requiring GPU Kernel Development are concentrated in: serving infrastructure (77%), post-training (6%), agents (5%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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GPU Kernel Development

111 active AI roles across 32 companies mention GPU Kernel Development. Category: Infrastructure & Systems.

Demand trend

New AI postings mentioning GPU Kernel Development per week — 55 total over 12 weeks.

Sector

All Semiconductors · 40 Big Tech · 37 AI Frontier · 17 Data AI · 13 Banking · 4 Enterprise · 3 Auto · 3 Defense · 2 Robotics · 1 Multimodal · 1 Consumer · 1

Function

All Engineering · 106 Research · 15 Product · 1

Status

All Active only

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106 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Cohere	Site Reliability Engineer, Inference Infrastructure	AI Frontier	8	L3
Cohere	Staff Software Engineer, Inference Infrastructure	AI Frontier	8	L3
NVIDIA	Principal Software Engineer – Large-Scale LLM Memory and Storage Systems	Semiconductors	8	L3
Skydio	Autonomy Engineer - Deep Learning Model Acceleration	Defense	8	L3
Amazon	Software Development Engineer, AI/ML, AWS Neuron, Model Inference	Big Tech	8	L3
Amazon	Sr. Software Engineer- AI/ML, AWS Neuron Apps	Big Tech	8	L3
Amazon	Senior Software Development Engineer, AI/ML, AWS Neuron, Model Inference	Big Tech	8	L3
Amazon	Software Engineering Manager, ML Kernel Performance, AWS Neuron, Annapurna Labs	Big Tech	8	L3
Amazon	Software Development Engineer, AI/ML, AWS Neuron, Model Inference	Big Tech	8	L3
Fireworks AI	Member of Technical Staff, AI Training Infrastructure	Data AI	8	L0
Together AI	LLM Inference Frameworks and Optimization Engineer	Data AI	8	L3
AMD	AI Systems Architect – GPU Software/Hardware Co-Design	Semiconductors	7	L3
Google	Staff Software Engineer, AI/ML, Google Distributed Cloud, Storage	Big Tech	7	L3
AMD	Datacenter and AI Infrastructure Silicon Performance Architect	Semiconductors	7	L3
Amazon	ML Accelerator Performance Validation Engineer, Post Silicon Validation	Big Tech	7	L3
Figure AI	Helix AI Engineer, Android	Robotics	7	L3
NVIDIA	Senior Software Engineer — cuEquivariance	Semiconductors	7	L3
ByteDance	Machine Learning Engineer - AI Compiler Optimization	Big Tech	7	L3
Apple	Sr Engineering Program Manager, AI/ML	Big Tech	7	L3
NVIDIA	Senior Developer Technology Engineer - Windows AI Platform	Semiconductors	7	L3
NVIDIA	SoC Product Architect, Telecom AI RAN	Semiconductors	7	L3
Lila Sciences	Vice President, Engineering	AI Frontier	7	L6
OpenAI	Software Engineer, Kernel Performance & AI Tooling	AI Frontier	7	L3
NVIDIA	Senior Software Engineer, NCCL	Semiconductors	7	L3
Microsoft	ML - Principal Software Engineer	Big Tech	7	L3
NVIDIA	Senior Software Engineer, AI Inference	Semiconductors	7	L3
NVIDIA	Senior Math Libraries Engineer - Sparsity in AI	Semiconductors	7	L3
Tenstorrent	Sr. Engineer, Kernel Development and Optimization	Semiconductors	7	L3
OpenAI	Software Engineer, Workload Enablement	AI Frontier	7	L3
Apple	On-device ML Integration Engineer, Graphics, Games & ML	Big Tech	7	L3

Frequently asked questions

What is GPU Kernel Development and how common is it in AI job postings?
GPU Kernel Development is a skill in the "Infrastructure & Systems" category. It currently appears in 111 active AI roles across 32 companies in our index.
Which companies are hiring for GPU Kernel Development?
The top employers with active AI roles mentioning GPU Kernel Development are: NVIDIA (25), Amazon (17), ByteDance (8), OpenAI (6), Microsoft (4).
Is demand for GPU Kernel Development growing?
Over the last 12 weeks, 55 new AI postings mentioned GPU Kernel Development. Demand is declining — down 59% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is GPU Kernel Development used?
Roles requiring GPU Kernel Development are concentrated in: serving infrastructure (77%), post-training (6%), agents (5%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

GPU Kernel Development

Top employers

Demand trend

Frequently asked questions

Demand trend

GPU Kernel Development

Top employers

Frequently asked questions