What is Mixture of Experts (MoE) and how common is it in AI job postings?

Mixture of Experts (MoE) is a skill in the "ML Techniques" category. It currently appears in 55 active AI roles across 21 companies in our index.

Which companies are hiring for Mixture of Experts (MoE)?

The top employers with active AI roles mentioning Mixture of Experts (MoE) are: NVIDIA (15), ByteDance (6), Amazon (6), Cognition (4), Cohere (3).

Is demand for Mixture of Experts (MoE) growing?

Over the last 12 weeks, 32 new AI postings mentioned Mixture of Experts (MoE). Demand has been relatively stable over this period.

At which stage of AI development is Mixture of Experts (MoE) used?

Roles requiring Mixture of Experts (MoE) are concentrated in: serving infrastructure (58%), agents (16%), post-training (13%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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Mixture of Experts (MoE)

55 active AI roles across 21 companies mention Mixture of Experts (MoE). Category: ML Techniques.

Demand trend

New AI postings mentioning Mixture of Experts (MoE) per week — 32 total over 12 weeks.

Sector

All Semiconductors · 20 Big Tech · 15 Data AI · 5 Enterprise · 4 Coding AI · 4 AI Frontier · 4 Fintech · 2 Vertical AI · 1 Retail · 1 Pharma · 1 Consumer · 1

Function

All Engineering · 47 Research · 8 Product · 3

Status

All Active only

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44 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Google	Senior Research Engineer, On-Device Inference, Robotics, DeepMind	Big Tech	9	L3
AMD	Fellow, AI Workload Optimization	Semiconductors	9	L3
NVIDIA	Senior Software Engineer, DGX Cloud AI Infrastructure	Semiconductors	9	L3
NVIDIA	Senior Software Engineer, AI Inference Systems	Semiconductors	9	L3
NVIDIA	Principal High-Performance LLM Training Engineer	Semiconductors	9	L1
NVIDIA	Senior Software Engineer, RL Post-Training Frameworks	Semiconductors	9	L2
ByteDance	Research Engineer - LLM Training Infrastructure - Seed Infra	Big Tech	9	L1
ByteDance	Research Engineer - LLM Training Infrastructure - Seed Infra	Big Tech	9	L0
NVIDIA	Senior Systems Software Engineer - Deep Learning Solutions	Semiconductors	9	L3
NVIDIA	Senior Systems Software Engineer - Deep Learning Solutions	Semiconductors	9	L3
NVIDIA	Senior GPU Networking Architect	Semiconductors	9	L3
Apple	Senior Computer Vision and Machine Learning Engineer, Creator Studio	Big Tech	9	L2
Cohere	Staff Research Engineer, Model Efficiency	AI Frontier	9	L3
Cohere	Member of Technical Staff, Model Efficiency	AI Frontier	9	L3
Databricks	Staff Software Engineer - GenAI inference	Data AI	9	L3
Adobe	Senior research Scientist - Machine Learning Systems & Efficiency Engineer	Enterprise	8	L3
Amazon	Software Development Manager, AWS Neuron SDK - Distributed Training	Big Tech	8	L2
NVIDIA	Senior Inference Engineer, AIConfigurator for Dynamo	Semiconductors	8	L3
NVIDIA	GPU Performance Engineer - Neural Reconstruction	Semiconductors	8	L3
AMD	Senior Staff AI Software System Design Engineer	Semiconductors	8	L3
NVIDIA	Senior Deep Learning Framework Communications Engineer	Semiconductors	8	L3
NVIDIA	Senior Software Engineer, Deep Learning Inference	Semiconductors	8	L3
NVIDIA	Principal Deep Learning Communication Architect	Semiconductors	8	L3
NVIDIA	Senior Software Engineer, Quantized Inference	Semiconductors	8	L3
Cognition	Partner Deployed Engineer	Coding AI	8	L4
Cognition	Partner Deployed Engineer - APAC	Coding AI	8	L6
Cohere	Member of Technical Staff, Synthetic Data	AI Frontier	8	L0
Databricks	Software Engineer - GenAI inference	Data AI	8	L3
Amazon	Software Development Manager , EC2 Nitro	Big Tech	7	L3
ByteDance	Machine Learning Engineer - AI Compiler Optimization	Big Tech	7	L3

Frequently asked questions

What is Mixture of Experts (MoE) and how common is it in AI job postings?
Mixture of Experts (MoE) is a skill in the "ML Techniques" category. It currently appears in 55 active AI roles across 21 companies in our index.
Which companies are hiring for Mixture of Experts (MoE)?
The top employers with active AI roles mentioning Mixture of Experts (MoE) are: NVIDIA (15), ByteDance (6), Amazon (6), Cognition (4), Cohere (3).
Is demand for Mixture of Experts (MoE) growing?
Over the last 12 weeks, 32 new AI postings mentioned Mixture of Experts (MoE). Demand has been relatively stable over this period.
At which stage of AI development is Mixture of Experts (MoE) used?
Roles requiring Mixture of Experts (MoE) are concentrated in: serving infrastructure (58%), agents (16%), post-training (13%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Mixture of Experts (MoE)

Top employers

Demand trend

Frequently asked questions

Demand trend

Mixture of Experts (MoE)

Top employers

Frequently asked questions