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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97 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
AMD	Lead GPU Kernel Optimization Engineer	Semiconductors	8	L3
Rivian	Sr. Staff ML Engineer, Quantization & Compression	Auto	8	L3
Rivian	Sr. Staff ML Engineer, Hardware Software Co-Design	Auto	8	L3
Google	Staff Software Engineer, AI/ML, Google Public Sector	Big Tech	8	L3
Skydio	Autonomy Engineer - Deep Learning Infrastructure	Defense	8	L3
JPMorgan Chase	Asset Management - AI Systems Engineer – Associate/VP	Banking	8	L3
Amazon	Software Development Engineer - AI/ML, Amazon Neuron, Multimodal Inference	Big Tech	8	L3
JPMorgan Chase	Senior Lead Security Engineer, AI	Banking	8	L4
NVIDIA	Senior Perception Engineer - Autonomous Vehicles	Semiconductors	8	L6
Intel	Principal Engineer: XeSS and Neural Graphics	Semiconductors	8	L6
NVIDIA	Senior Software Engineer - VLM Microservices for Neural Reconstruction	Semiconductors	8	L3
Capital One	Manager, Data Scientist - Recommendation & Personalization Systems	Banking	8	L4
NVIDIA	Senior AI-Native Systems Software Engineer, TensorRT	Semiconductors	8	L4
Perplexity	Member of Technical Staff (AI Infrastructure Engineer)	AI Frontier	8	L3
NVIDIA	Developer Technology Engineer - AI	Semiconductors	8	L3
NVIDIA	Senior Compiler Engineer, AI Inference Platforms	Semiconductors	8	L3
Amazon	ML Kernel Performance Engineer, AWS Neuron, Annapurna Labs	Big Tech	8	L3
Amazon	Software Engineer II- AI/ML, AWS Neuron	Big Tech	8	L3
Amazon	Software Development Engineer III, Annapurna Labs	Big Tech	8	L4
NVIDIA	Engineering Manager - AI for RAN and 6G Wireless Systems	Semiconductors	8	L3
NVIDIA	System Software Engineer - Deep Learning	Semiconductors	8	L3
Cohere	Staff Software Engineer, GPU Infrastructure (HPC)	AI Frontier	8	L3
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

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