TensorFlow

Frequently asked questions

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

  TensorFlow is a skill in the "Frameworks & Tools" category. It currently appears in 750 active AI roles across 121 companies in our index.

• Which companies are hiring for TensorFlow?

  The top employers with active AI roles mentioning TensorFlow are: Amazon (129), NVIDIA (65), Walmart (50), Apple (49), Google (36).

• Is demand for TensorFlow growing?

  Over the last 12 weeks, 494 new AI postings mentioned TensorFlow. Demand is rising — up 86% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is TensorFlow used?

  Roles requiring TensorFlow are concentrated in: agents (33%), serving infrastructure (26%), application (19%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with TensorFlow?

  Job postings that mention TensorFlow most often also require: PyTorch, Machine Learning, Python, Distributed Systems, Computer Architecture.