Mixture of Experts (MoE)

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.