What is Attention Mechanisms and how common is it in AI job postings?

Attention Mechanisms is a skill in the "ML Techniques" category. It currently appears in 61 active AI roles across 26 companies in our index.

Which companies are hiring for Attention Mechanisms?

The top employers with active AI roles mentioning Attention Mechanisms are: NVIDIA (8), Amazon (7), Rivian (5), Databricks (5), Tenstorrent (4).

Is demand for Attention Mechanisms growing?

Over the last 12 weeks, 47 new AI postings mentioned Attention Mechanisms. Demand has been relatively stable over this period.

At which stage of AI development is Attention Mechanisms used?

Roles requiring Attention Mechanisms are concentrated in: serving infrastructure (51%), post-training (20%), agents (15%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Attention Mechanisms

61 active AI roles across 26 companies mention Attention Mechanisms. Category: ML Techniques.

Demand trend

New AI postings mentioning Attention Mechanisms per week — 47 total over 12 weeks.

Sector

All Big Tech · 21 Semiconductors · 20 Data AI · 6 Enterprise · 5 Auto · 5 Vertical AI · 4 AI Frontier · 4 Fintech · 2 Retail · 1 Multimodal · 1 Healthcare · 1

Function

All Engineering · 52 Research · 17 Product · 1

Status

All Active only

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45 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Rivian	Sr / Staff Machine Learning Engineer, Perception	Auto	9	L3
AMD	Fellow, AI Workload Optimization	Semiconductors	9	L3
NVIDIA	AI Inference Performance Engineer - New College Grad 2026	Semiconductors	9	L3
Abridge	Engineering Manager, Model Inference	Vertical AI	9	L3
Decagon	Staff Research Engineer, Voice + Speech	Vertical AI	9	L2
Decagon	Senior Research Engineer, Voice + Speech	Vertical AI	9	L2
NVIDIA	Senior AI Software Engineer, Kernel Libraries	Semiconductors	9	L3
GE Healthcare	AI Algorithm and Development Software Engineer	Healthcare	9	L4
NVIDIA	AI Inference Performance Engineer	Semiconductors	9	L3
Amazon	Applied Scientist III, AFT AI, Amazon AFT AI	Big Tech	9	L4
OpenAI	Inference Technical Lead, On-Device Transformers	AI Frontier	9	L3
NVIDIA	Senior GPU Architect, Deep Learning	Semiconductors	9	L3
Databricks	Staff Software Engineer - GenAI inference	Data AI	9	L3
Anthropic	Performance Engineer, GPU	AI Frontier	9	L3
EvenUp	Staff Machine Learning Engineer - LLMs & Document AI	Vertical AI	9	L2
Baseten	Software Engineer - GPU Kernels	Data AI	9	L3
AMD	AI Framework Eng.	Semiconductors	8	L3
Rivian	Staff ML Engineer, Hardware Software Co-Design	Auto	8	L3
Google	ML Chip/IP Architect, DeepMind	Big Tech	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	Software Engineer III, AI/ML, Gemini Integration/Customisation	Big Tech	8	L4
Oracle	Principal Machine Learning Engineer	Enterprise	8	L3
Amazon	Principal AI Compute SA, AGS Namer Tech	Big Tech	8	L4
Walmart	(USA) Senior, Data Scientist	Retail	8	L0
Adobe	Machine Learning Engineer 4	Enterprise	8	L2
NVIDIA	Senior Software Engineer, Deep Learning Inference	Semiconductors	8	L3
Anthropic	Full-Stack Software Engineer, Reinforcement Learning	AI Frontier	8	L0
NVIDIA	Senior Performance Engineer - Deep Learning	Semiconductors	8	L3
Rivian	Sr. Controls & Active Safety Engineer, Autonomy	Auto	8	L4

Frequently asked questions

What is Attention Mechanisms and how common is it in AI job postings?
Attention Mechanisms is a skill in the "ML Techniques" category. It currently appears in 61 active AI roles across 26 companies in our index.
Which companies are hiring for Attention Mechanisms?
The top employers with active AI roles mentioning Attention Mechanisms are: NVIDIA (8), Amazon (7), Rivian (5), Databricks (5), Tenstorrent (4).
Is demand for Attention Mechanisms growing?
Over the last 12 weeks, 47 new AI postings mentioned Attention Mechanisms. Demand has been relatively stable over this period.
At which stage of AI development is Attention Mechanisms used?
Roles requiring Attention Mechanisms are concentrated in: serving infrastructure (51%), post-training (20%), agents (15%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Attention Mechanisms

Top employers

Demand trend

Frequently asked questions

Demand trend

Attention Mechanisms

Top employers

Frequently asked questions