What is Speculative Decoding and how common is it in AI job postings?

Speculative Decoding is a skill in the "LLM & Foundation Models" category. It currently appears in 37 active AI roles across 15 companies in our index.

Which companies are hiring for Speculative Decoding?

The top employers with active AI roles mentioning Speculative Decoding are: NVIDIA (14), Together AI (3), Google (2), F5 (2), Disney (2).

Is demand for Speculative Decoding growing?

Over the last 11 weeks, 24 new AI postings mentioned Speculative Decoding. Demand has been relatively stable over this period.

At which stage of AI development is Speculative Decoding used?

Roles requiring Speculative Decoding are concentrated in: serving infrastructure (73%), post-training (14%), agents (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Speculative Decoding

37 active AI roles across 15 companies mention Speculative Decoding. Category: LLM & Foundation Models.

Top employers

NVIDIA14Semiconductors Together AI3Data AI Google2Big Tech F52Enterprise Disney2Media Weights & Biases2Data AI Baseten2Data AI Apple2Big Tech Amazon2Big Tech xAI1AI Frontier Unity1Enterprise Tenstorrent1Semiconductors Lovable1Coding AI Cohere1AI Frontier AMD1Semiconductors

Demand trend

New AI postings mentioning Speculative Decoding per week — 24 total over 11 weeks.

Sector

All Semiconductors · 19 Data AI · 7 Big Tech · 6 Enterprise · 3 Media · 2 AI Frontier · 2 Coding AI · 1

Function

All Engineering · 30 Research · 9 Product · 1

Status

All Active only

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29 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
AMD	Fellow, AI Workload Optimization	Semiconductors	9	L3
NVIDIA	AI Inference Performance Engineer - New College Grad 2026	Semiconductors	9	L3
Apple	Machine Learning Engineer, Apple Intelligence	Big Tech	9	L2
NVIDIA	Senior Performance Architect, Nemotron	Semiconductors	9	L3
Google	Staff Software Engineer, Machine Learning, Google Chat	Big Tech	9	L4
NVIDIA	Senior Software Engineer, AI Inference Systems	Semiconductors	9	L3
Lovable	Researcher, Post Training	Coding AI	9	L2
NVIDIA	Senior Deep Learning Software Engineer	Semiconductors	9	L3
NVIDIA	Senior DL Software Engineer, Model Optimization and Edge Deployment - Autonomous Vehicles	Semiconductors	9	L3
NVIDIA	AI Inference Performance Engineer	Semiconductors	9	L3
Apple	Machine Learning Systems Engineer, Siri Agent Modeling	Big Tech	9	L3
Cohere	Member of Technical Staff, Model Efficiency	AI Frontier	9	L3
xAI	Member of Technical Staff - Inference	AI Frontier	9	L3
Together AI	AI Researcher, Core ML (Turbo)	Data AI	9	L3
Google	Customer Engineer IV, AI Infrastructure, Google Public Sector	Big Tech	8	L3
NVIDIA	Engineering Manager, Inference Benchmarking — AI Perf	Semiconductors	8	L3
F5	Senior Site Reliability Engineer, AI Inference	Enterprise	8	L3
NVIDIA	Senior Performance Engineer - LLM Inference Frameworks	Semiconductors	8	L3
F5	AI Inference Engineer	Enterprise	8	L3
Unity	Principal Machine Learning Engineer, Mobile AI Inference Optimization	Enterprise	8	L3
NVIDIA	Senior Software Engineer – TensorRT Edge-LLM	Semiconductors	8	L3
NVIDIA	Senior Software Engineer, Real-Time AI and Rendering - Holoscan SDK	Semiconductors	8	L4
NVIDIA	Senior System Software Architect, HPC and AI Networking	Semiconductors	8	L3
Baseten	Engineering Manager - Model Performance	Data AI	8	L3
Baseten	Software Engineer - Model Performance	Data AI	8	L3
Amazon	Senior Software Engineer - AI/ML, AWS Neuron Inference	Big Tech	7	L3
NVIDIA	Senior System Software Architect, AI and GPU Networking	Semiconductors	7	L3
Weights & Biases	Senior Software Engineer I, Inference	Data AI	7	L3
Weights & Biases	Senior Software Engineer II, Inference	Data AI	7	L3

Frequently asked questions

What is Speculative Decoding and how common is it in AI job postings?
Speculative Decoding is a skill in the "LLM & Foundation Models" category. It currently appears in 37 active AI roles across 15 companies in our index.
Which companies are hiring for Speculative Decoding?
The top employers with active AI roles mentioning Speculative Decoding are: NVIDIA (14), Together AI (3), Google (2), F5 (2), Disney (2).
Is demand for Speculative Decoding growing?
Over the last 11 weeks, 24 new AI postings mentioned Speculative Decoding. Demand has been relatively stable over this period.
At which stage of AI development is Speculative Decoding used?
Roles requiring Speculative Decoding are concentrated in: serving infrastructure (73%), post-training (14%), agents (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.