Diffusion Models

Frequently asked questions

• What is Diffusion Models and how common is it in AI job postings?

  Diffusion Models is a skill in the "ML Techniques" category. It currently appears in 146 active AI roles across 41 companies in our index.

• Which companies are hiring for Diffusion Models?

  The top employers with active AI roles mentioning Diffusion Models are: Adobe (23), NVIDIA (20), Amazon (16), Apple (10), ByteDance (9).

• Is demand for Diffusion Models growing?

  Over the last 12 weeks, 83 new AI postings mentioned Diffusion Models. Demand is rising — up 36% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Diffusion Models used?

  Roles requiring Diffusion Models are concentrated in: post-training (34%), agents (21%), serving infrastructure (20%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Diffusion Models?

  Job postings that mention Diffusion Models most often also require: Generative AI, Machine Learning, Large Language Models (LLMs), Python, PyTorch.