Predictive Modeling

Frequently asked questions

• What is Predictive Modeling and how common is it in AI job postings?

  Predictive Modeling is a skill in the "ML Techniques" category. It currently appears in 527 active AI roles across 117 companies in our index.

• Which companies are hiring for Predictive Modeling?

  The top employers with active AI roles mentioning Predictive Modeling are: Amazon (121), Walmart (29), JPMorgan Chase (27), Google (22), Microsoft (21).

• Is demand for Predictive Modeling growing?

  Over the last 12 weeks, 355 new AI postings mentioned Predictive Modeling. Demand is rising — up 292% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Predictive Modeling used?

  Roles requiring Predictive Modeling are concentrated in: agents (46%), application (24%), post-training (15%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Predictive Modeling?

  Job postings that mention Predictive Modeling most often also require: Machine Learning, Statistics, Python, Data Science, Agentic Systems.