Data Modeling

Frequently asked questions

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

  Data Modeling is a skill in the "Data Engineering" category. It currently appears in 429 active AI roles across 94 companies in our index.

• Which companies are hiring for Data Modeling?

  The top employers with active AI roles mentioning Data Modeling are: Amazon (83), Deloitte (31), Salesforce (26), Microsoft (17), OpenAI (14).

• Is demand for Data Modeling growing?

  Over the last 12 weeks, 330 new AI postings mentioned Data Modeling. Demand is rising — up 155% in the last four weeks compared to the earliest four weeks in the window.

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

  Roles requiring Data Modeling are concentrated in: agents (55%), application (14%), serving infrastructure (11%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Data Modeling?

  Job postings that mention Data Modeling most often also require: Machine Learning, Python, Agentic Systems, Large Language Models (LLMs), Data Science.