Frequently asked questions

• What is Video Understanding and how common is it in AI job postings?

  Video Understanding is a skill in the "ML Techniques" category. It currently appears in 152 active AI roles across 39 companies in our index.

• Which companies are hiring for Video Understanding?

  The top employers with active AI roles mentioning Video Understanding are: Amazon (39), NVIDIA (11), Google (9), Axon (9), Apple (8).

• Is demand for Video Understanding growing?

  Over the last 12 weeks, 90 new AI postings mentioned Video Understanding. Demand is rising — up 243% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Video Understanding used?

  Roles requiring Video Understanding are concentrated in: application (24%), agents (24%), post-training (24%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Video Understanding?

  Job postings that mention Video Understanding most often also require: Machine Learning, Computer Vision, Python, Generative AI, Large Language Models (LLMs).