Point Cloud Processing

Frequently asked questions

• What is Point Cloud Processing and how common is it in AI job postings?

  Point Cloud Processing is a skill in the "ML Techniques" category. It currently appears in 47 active AI roles across 17 companies in our index.

• Which companies are hiring for Point Cloud Processing?

  The top employers with active AI roles mentioning Point Cloud Processing are: NVIDIA (10), Amazon (6), ByteDance (5), Autodesk (4), World Labs (3).

• Is demand for Point Cloud Processing growing?

  Over the last 9 weeks, 28 new AI postings mentioned Point Cloud Processing. Demand is rising — up 50% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Point Cloud Processing used?

  Roles requiring Point Cloud Processing are concentrated in: data (26%), serving infrastructure (23%), agents (19%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Point Cloud Processing?

  Job postings that mention Point Cloud Processing most often also require: Computer Vision, Machine Learning, Python, PyTorch, Robotics.